{"id":"W2314124323","doi":"10.1016/j.joca.2015.02.632","title":"Considering the context: factors influencing engagement in life activities following primary knee replacement","year":2015,"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 of Toronto; Toronto Western Hospital","funders":"","keywords":"WOMAC; Depression (economics); Comorbidity; Hospital Anxiety and Depression Scale; Context (archaeology); Physical therapy; Osteoarthritis; Medicine; Joint replacement; Anxiety; Arthroplasty; Knee replacement; Activities of daily living; Psychology; Psychiatry; 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":[0.001866352,0.0002882185,0.0004701725,0.0007401018,0.002027539,0.002633886,0.0006008375,0.001048144,0.003959983],"category_scores_gemma":[0.01395488,0.000199637,0.0006345771,0.0008240867,0.0008407199,0.001233516,0.002879646,0.001936255,0.0003079239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404226,"about_ca_system_score_gemma":0.003005511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441146,"about_ca_topic_score_gemma":0.05459366,"domain_scores_codex":[0.9965439,0.001304196,0.0003757242,0.0001891808,0.0004975238,0.001089359],"domain_scores_gemma":[0.9922735,0.001608599,0.00224902,0.0001236411,0.0007408718,0.003004336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199469,0.000941017,0.966378,0.0001437606,0.0001732079,0.0003854912,0.01352337,0.0001323111,0.0003308735,0.0002874865,0.0008564597,0.01662813],"study_design_scores_gemma":[0.00001077453,0.0002658734,0.9644281,0.0001334925,0.00005063571,0.0002747821,0.03248697,0.0001853545,0.00008127425,0.0003371594,0.001718262,0.00002738702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950597,0.0005214672,0.00009463294,0.001189547,0.00004325424,0.00002333849,0.00008897422,0.000002696497,0.002976362],"genre_scores_gemma":[0.9993646,0.000159589,0.00008398831,0.000129734,0.00001718945,0.000009508844,0.0000519699,0.00000153218,0.0001820088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441146,"threshold_uncertainty_score":0.02865511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312429296357298,"score_gpt":0.2478710736710749,"score_spread":0.2247467807075019,"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."}}