Discover Risk Stratification: A Practical Guide for Clinicians by Charles C. Miller III.
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Overview: Risk stratification is a statistical process by which quality of care can be assessed independently of patient case mix. The evaluation of risk-adjusted patient outcome has become an important part of managed care contracting in some markets, and risk-adjusted outcome rates for hospitals are being reported more frequently in the popular press and on the Internet. This book, written by a statistician and two surgeons for a clinical audience, is a practical guide to the process of risk stratification and does not require or assume an extensive mathematical background. It describes the rationale and assumptions for risk stratification, and provides information on evaluating the quality of various published risk-stratification studies. Numerous practical examples using real clinical data help to illustrate risk stratification in health care. The volume also serves as a step-by-step guide to the production and dissemination of risk-adjusted outcome results for local programs.
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After spending years working in the corporate world, Charles C. Miller III finally decided to pursue a lifelong passion for writing. They currently reside in a quiet suburb where they spend most of their time outlining new stories, reading extensively, and occasionally attempting to bake.
Glad someone recommended this to me. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Paul PhillipsDecember 15, 2024
Took me a few chapters to get into it, but it was worth it. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
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Robert LopezApril 10, 2025
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Ryan ScottMarch 21, 2025
A solid read. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Amanda TurnerFebruary 22, 2025
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Ashley BakerMay 31, 2024
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Donald MillerApril 20, 2025
I have mixed feelings about this one. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. Might work better for someone else, just wasn't completely for me.
James CruzJuly 10, 2024
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Deborah AndersonDecember 30, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Donna MooreNovember 27, 2025
Honestly one of the better books I've read lately. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Donna ReyesJanuary 07, 2025
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Jacob AndersonDecember 22, 2025
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Carol PhillipsFebruary 07, 2024
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Joseph TaylorOctober 22, 2024
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
George GomezJanuary 15, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
Anthony HallJune 07, 2024
Good, but not quite perfect. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
Mary HernandezApril 03, 2024
Not bad, but not my favorite. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Probably won't read it again, but it was an okay way to pass the time.
Matthew CampbellFebruary 14, 2025
Finished it in a couple of days. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. A solid 5/5 for me.
Lisa PhillipsNovember 13, 2024
An average read for me. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. Just right down the middle.
Laura GarciaJuly 26, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
Ryan AndersonApril 20, 2024
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Amanda GonzalezJune 15, 2024
I liked it for the most part. It held my attention, even if a few things were a little predictable. Still a good book.
Margaret AllenMarch 01, 2025
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Patricia MillerAugust 24, 2024
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Worth the time and money.
Jessica BrownApril 17, 2025
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Ryan MitchellSeptember 26, 2024
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Ryan MitchellMarch 29, 2025
Glad someone recommended this to me. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Margaret ScottJuly 03, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Gary NguyenOctober 04, 2024
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Nancy AllenDecember 11, 2025
I liked it for the most part. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Cynthia DiazOctober 09, 2025
Not bad, but not my favorite. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. A generous 3 stars.
Andrew RobertsFebruary 29, 2024
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Andrew PerezMay 13, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Kevin NguyenFebruary 06, 2025
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Michael ThomasNovember 11, 2024
Took me a few chapters to get into it, but it was worth it. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. A solid 4 stars from me.
Carol AllenAugust 04, 2025
Such a great read. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Carol HallJune 29, 2025
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Lisa EdwardsMarch 23, 2024
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Will be looking for more from this author.
Ryan RobertsJanuary 30, 2024
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Ryan EdwardsJuly 06, 2024
Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Melissa MartinezDecember 24, 2025
I liked it for the most part. It held my attention, even if a few things were a little predictable. Not bad at all.
Nancy EdwardsOctober 28, 2025
Really enjoyed this one. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Will be looking for more from this author.
Donna KingFebruary 20, 2025
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. Not bad at all.
Eric MartinSeptember 03, 2025
Honestly one of the better books I've read lately. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Paul PhillipsSeptember 04, 2024
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. A solid 4 stars from me.
Patricia RobinsonNovember 16, 2025
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Definitely recommend it if you like this genre.
Paul ThomasMay 29, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
Margaret WalkerDecember 13, 2025
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Laura PerezOctober 28, 2025
Pretty good overall. I liked the main character, though some of the side plots were just okay. I'd probably recommend it to a friend.
Melissa EdwardsMarch 21, 2024
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Will be looking for more from this author.
Joseph CruzFebruary 15, 2025
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. Not bad at all.
Laura GarciaJune 10, 2024
I was pleasantly surprised. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Joshua BrownJuly 09, 2025
Not bad, but not my favorite. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. It's fine if you have nothing else to read.
Ashley NguyenJuly 31, 2025
Really enjoyed this one. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Richard ScottDecember 27, 2024
It was okay. It had some good moments, but the overall plot felt a bit disjointed in the second half. A generous 3 stars.
Karen MooreNovember 16, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. I'd probably recommend it to a friend.
Kimberly WhiteJanuary 12, 2024
I have mixed feelings about this one. It had some good moments, but the overall plot felt a bit disjointed in the second half. A generous 3 stars.
Thomas RobertsDecember 03, 2025
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Ashley WilsonApril 30, 2024
An average read for me. Some parts were interesting, while others were a bit of a slog to get through. Might work better for someone else, just wasn't completely for me.
Nancy NguyenJanuary 12, 2025
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Still a good book.
Nicholas CarterJune 16, 2024
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Carol AndersonJune 21, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Ryan EdwardsApril 14, 2025
Pretty good overall. It held my attention, even if a few things were a little predictable. Not bad at all.
Patricia RobertsApril 03, 2024
Honestly one of the better books I've read lately. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Christopher FloresJune 21, 2025
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Still a good book.
Melissa HallJune 30, 2024
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Nancy TaylorJuly 14, 2025
It was okay. It felt a bit repetitive in the middle. Could have been shorter. It's fine if you have nothing else to read.
Kimberly LeeMarch 03, 2024
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Andrew RobertsMarch 08, 2024
Pretty good overall. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Stephanie PhillipsAugust 24, 2024
Honestly one of the better books I've read lately. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Jacob LeeOctober 03, 2025
A solid read. It held my attention, even if a few things were a little predictable. Still a good book.
Margaret HillDecember 02, 2024
I was pleasantly surprised. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Michelle WilliamsOctober 04, 2024
I liked it for the most part. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Christopher AllenNovember 27, 2025
Not bad, but not my favorite. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. It's fine if you have nothing else to read.
Joshua NelsonJuly 20, 2025
Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. I'd probably recommend it to a friend.
Sarah YoungDecember 24, 2024
Not bad, but not my favorite. Some parts were interesting, while others were a bit of a slog to get through. Might work better for someone else, just wasn't completely for me.
Betty GomezNovember 14, 2024
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Karen RodriguezDecember 25, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Charles ClarkJanuary 22, 2024
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Will be looking for more from this author.
Patricia MillerJanuary 12, 2024
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Charles ClarkJanuary 30, 2025
I liked it for the most part. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Melissa GonzalezDecember 09, 2025
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. Still a good book.
Lisa EdwardsAugust 06, 2024
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Dorothy WilsonJuly 08, 2025
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. I'd probably recommend it to a friend.
Joshua MooreMay 14, 2024
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Melissa PhillipsJune 10, 2025
Really enjoyed this one. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Worth the time and money.
Melissa MartinezMarch 27, 2024
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Andrew RobertsJanuary 27, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Margaret ScottJune 29, 2025
Not bad, but not my favorite. It felt a bit repetitive in the middle. Could have been shorter. Probably won't read it again, but it was an okay way to pass the time.
Eric MooreJuly 07, 2025
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Ashley BakerNovember 27, 2024
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Mary DiazMarch 12, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
William GomezMarch 28, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
William AllenSeptember 21, 2025
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Nancy AllenApril 03, 2024
Honestly one of the better books I've read lately. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Definitely recommend it if you like this genre.
Barbara GonzalezApril 13, 2025
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Susan HillDecember 09, 2024
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
Cynthia BakerJune 29, 2024
Honestly one of the better books I've read lately. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
John GarciaDecember 18, 2024
It was just alright. Some parts were interesting, while others were a bit of a slog to get through. It's fine if you have nothing else to read.
Susan KingOctober 23, 2025
Finished it in a couple of days. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Melissa HallFebruary 02, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Matthew ScottJanuary 19, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. I'd probably recommend it to a friend.
Donald DavisApril 17, 2024
An average read for me. It felt a bit repetitive in the middle. Could have been shorter. Might work better for someone else, just wasn't completely for me.
Sharon PhillipsJune 05, 2025
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Joseph PerezJuly 30, 2024
Finished it in a couple of days. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Christopher SanchezAugust 01, 2025
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Rebecca JacksonOctober 27, 2024
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Stephanie BrownSeptember 09, 2025
Honestly one of the better books I've read lately. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Nancy CarterSeptember 29, 2025
I was pleasantly surprised. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Nicholas WilsonJuly 13, 2024
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Nicholas CruzMay 16, 2024
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Nicholas AndersonFebruary 10, 2024
I liked it for the most part. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. I'd probably recommend it to a friend.
Donna ClarkMarch 17, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
William ScottJuly 24, 2025
Pretty good overall. I liked the main character, though some of the side plots were just okay. Not bad at all.
Mary AndersonNovember 19, 2024
Took me a few chapters to get into it, but it was worth it. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Carol ThompsonJuly 20, 2025
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Donna TorresDecember 04, 2024
Not bad, but not my favorite. Some parts were interesting, while others were a bit of a slog to get through. It's fine if you have nothing else to read.
Christopher SanchezNovember 06, 2025
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. Enjoyable weekend read.
Stephanie BrownDecember 29, 2025
An average read for me. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Just right down the middle.
Stephanie PhillipsJuly 04, 2025
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. Still a good book.
Richard MillerNovember 01, 2024
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Margaret HillJanuary 17, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Ryan EvansSeptember 11, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
Kimberly HernandezSeptember 09, 2024
It was just alright. Some parts were interesting, while others were a bit of a slog to get through. Just right down the middle.
Kimberly BakerOctober 29, 2025
Good, but not quite perfect. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
Cynthia CruzMarch 24, 2025
Finished it in a couple of days. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
Sandra SanchezNovember 18, 2024
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. A solid 4 stars from me.
Mark HillJune 26, 2024
I liked it for the most part. It held my attention, even if a few things were a little predictable. Still a good book.
Steven RamirezJanuary 15, 2025
An average read for me. Some parts were interesting, while others were a bit of a slog to get through. It's fine if you have nothing else to read.
Laura YoungJune 08, 2024
It was just alright. It had some good moments, but the overall plot felt a bit disjointed in the second half. It's fine if you have nothing else to read.
Brian CampbellJanuary 06, 2025
Not bad, but not my favorite. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. Just right down the middle.
Patricia CarterJuly 15, 2024
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
John RiveraNovember 26, 2024
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Linda MooreNovember 17, 2024
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Laura SmithFebruary 02, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Carol DiazJanuary 20, 2025
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Eric RamirezJuly 31, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Melissa TurnerSeptember 10, 2025
Not bad, but not my favorite. Some parts were interesting, while others were a bit of a slog to get through. Might work better for someone else, just wasn't completely for me.
Steven RamirezJuly 02, 2024
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Linda EdwardsFebruary 10, 2025
Good, but not quite perfect. The middle dragged a tiny bit, but the ending totally made up for it. Not bad at all.
Eric MartinMarch 30, 2025
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. Not bad at all.
Brian HarrisSeptember 29, 2024
Glad someone recommended this to me. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Elizabeth LewisJuly 29, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Cynthia BakerApril 30, 2025
I was pleasantly surprised. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Susan SmithJanuary 18, 2024
I was pleasantly surprised. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Robert EdwardsNovember 04, 2024
Good, but not quite perfect. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
Margaret HillMarch 07, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Donald DavisNovember 14, 2024
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Ashley AllenFebruary 20, 2024
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. Not bad at all.
Lisa HernandezApril 05, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.