{"id":"W2114200395","doi":"10.1155/2015/327161","title":"Depression and the Overall Burden of Painful Joints: An Examination among Individuals Undergoing Hip and Knee Replacement for Osteoarthritis","year":2015,"lang":"en","type":"article","venue":"Arthritis","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Depression (economics); Joint replacement; Odds ratio; Body mass index; Knee replacement; Knee Joint; Physical therapy; Hip replacement; Odds; Arthroplasty; Surgery; Internal medicine; Logistic regression; Pathology","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":[0.001103914,0.0001515264,0.0003560332,0.00008984814,0.0001207661,0.00004877152,0.0000438587,0.00008324558,0.00002029842],"category_scores_gemma":[0.0008926197,0.0001179677,0.0000476877,0.00006211811,0.0003330878,0.0003622516,0.0001001134,0.00009412334,0.000002101309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002791221,"about_ca_system_score_gemma":0.00004895502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426816,"about_ca_topic_score_gemma":0.0002770814,"domain_scores_codex":[0.9986431,0.000169854,0.0003664114,0.000294661,0.0003112153,0.0002147284],"domain_scores_gemma":[0.9987667,0.0004757392,0.0001659202,0.0002843837,0.0001241616,0.0001830868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008178176,0.00009846968,0.453978,0.0001986914,0.0001068966,0.00001870357,0.01360155,0.00001976422,0.0008419399,0.001975687,0.0007452308,0.5275972],"study_design_scores_gemma":[0.07200571,0.005286176,0.899179,0.001769326,0.0001660233,0.000389498,0.008797222,0.001197591,0.002977388,0.004689973,0.00312268,0.0004193806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932806,0.003763892,0.0002830885,0.0008229259,0.0001042484,0.001147233,0.00002226399,0.00004414141,0.0005316266],"genre_scores_gemma":[0.99733,0.000397601,0.001566636,0.0001860259,0.0000999457,0.00009175181,0.00003552614,0.0000255678,0.0002669095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271779,"threshold_uncertainty_score":0.4810582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743950707436629,"score_gpt":0.2558825062537113,"score_spread":0.2384429991793451,"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."}}