{"id":"W4394928676","doi":"10.1016/j.joca.2024.02.255","title":"TOTAL KNEE ARTHROPLASTY VERSUS EDUCATION AND EXERCISE: COMPARING PATIENT OUTCOMES USING PROPENSITY-SCORE MATCHED DATA","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Propensity score matching; Total knee arthroplasty; Medicine; Arthroplasty; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008135865,0.0005000622,0.001835288,0.001202851,0.0003651847,0.001345328,0.001182097,0.001491332,0.003225932],"category_scores_gemma":[0.02834689,0.0004693309,0.00445433,0.002107201,0.000612877,0.00178913,0.001302466,0.001404862,0.0003386119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559956,"about_ca_system_score_gemma":0.0007551411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024259,"about_ca_topic_score_gemma":0.002206831,"domain_scores_codex":[0.9905519,0.004579953,0.001593914,0.00143767,0.0009691595,0.0008674012],"domain_scores_gemma":[0.9818236,0.009386054,0.00611025,0.001495347,0.0005543306,0.0006305427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07320645,0.0007161255,0.8826538,0.0007303397,0.01516237,0.0001907805,0.0003146378,0.002487574,0.0007303087,0.001124353,0.001711616,0.02097169],"study_design_scores_gemma":[0.00814183,0.01658643,0.933453,0.000258043,0.0101376,0.0007991761,0.00105017,0.02162609,0.000734485,0.004655233,0.002400781,0.0001572648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935915,0.001598892,0.002086137,0.0002090923,0.0001288341,0.0001123522,0.001628718,0.00001770912,0.0006268136],"genre_scores_gemma":[0.9976965,0.0002286103,0.000471533,0.0001013723,0.00005500247,0.00009366002,0.001167353,0.000007326148,0.0001786092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008135865,"threshold_uncertainty_score":0.0430271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335475075660072,"score_gpt":0.2809198877903713,"score_spread":0.2375651370337706,"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."}}