{"id":"W3025607199","doi":"10.1503/cjs.015117","title":"Outcomes of hip and knee total joint arthroplasty in a Canadian inmate population over a 10-year period","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Perioperative; Cohort; Arthroplasty; Joint arthroplasty; Joint replacement; Complication; Odds ratio; Odds; Surgery; Physical therapy; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784995,0.0003118636,0.000230179,0.00114627,0.00159902,0.0007159304,0.0006872575,0.0003369886,0.001334968],"category_scores_gemma":[0.001464138,0.0001777158,0.0004849425,0.001516548,0.0004381387,0.000321242,0.0007983042,0.0005956795,0.0001406678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008143052,"about_ca_system_score_gemma":0.008972055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.91484,"about_ca_topic_score_gemma":0.9316148,"domain_scores_codex":[0.9995033,0.00002644164,0.00002802923,0.00005144922,0.0001844945,0.0002063511],"domain_scores_gemma":[0.9989511,0.00003110889,0.000387959,0.00002398692,0.0003526704,0.0002530772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003905949,0.00002794186,0.9980624,0.000009967072,0.00002662889,0.00005856683,0.0001494621,0.00003777257,0.00005827261,0.00001385965,0.0003388764,0.001177236],"study_design_scores_gemma":[0.00000211749,0.000035126,0.9991381,0.00001051686,0.00001614073,0.00008945365,0.0004299338,0.00007356075,0.0000236639,0.000005282879,0.0001718881,0.000004107124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971575,0.000206433,0.00002356758,0.0001171535,0.000006839548,0.00002006742,0.001544257,0.000003825273,0.0009203575],"genre_scores_gemma":[0.9984916,0.0002052573,0.00003961194,0.00004067276,0.000006303045,0.000008638945,0.001023162,0.000001161131,0.0001834992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08516002,"threshold_uncertainty_score":0.1713231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192059890603392,"score_gpt":0.2412033342345108,"score_spread":0.2192827353284769,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}