{"id":"W2064230808","doi":"10.1007/s11999-011-2198-y","title":"Predictors of Participation in Sports After Hip and Knee Arthroplasty","year":2011,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sports medicine; Arthroplasty; Physical therapy; Orthopedic surgery; Total knee arthroplasty; Knee surgery; Physical medicine and rehabilitation; Surgery; Osteoarthritis; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002640262,0.0001212893,0.0004163235,0.0002837753,0.00005395364,0.000006892853,0.00003001877,0.0003443214,0.0002942539],"category_scores_gemma":[0.001299817,0.00009015484,0.000109052,0.0004051713,0.001283141,0.00008452838,0.0001473211,0.0009727316,0.00001528677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001291617,"about_ca_system_score_gemma":0.0001231787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002968704,"about_ca_topic_score_gemma":0.00003392119,"domain_scores_codex":[0.9975957,0.0002507498,0.0009003347,0.0003711948,0.0005121889,0.0003698812],"domain_scores_gemma":[0.9985744,0.000511809,0.00009693472,0.0002614489,0.0001692069,0.0003861742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006719923,0.0004219394,0.9756924,0.0000817339,0.0000594936,0.0004186143,0.0008090888,3.507517e-7,0.0000134004,0.0001477541,0.00005730316,0.02162595],"study_design_scores_gemma":[0.002432305,0.001268728,0.9944427,0.0002362298,0.00005218044,0.00005390444,0.0001806582,0.000214446,0.00002000934,0.0003575213,0.0006579809,0.00008333224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957392,0.001170276,0.000003090714,0.0003041523,0.0003710482,0.0004210913,0.00000366068,0.00002283316,0.001964677],"genre_scores_gemma":[0.9968174,0.002128672,0.0001626696,0.00003680556,0.00005597003,0.00001989515,0.000004648061,0.00002047068,0.0007535333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02154262,"threshold_uncertainty_score":0.4727787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07696378560391275,"score_gpt":0.3902985222944156,"score_spread":0.3133347366905028,"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."}}