{"id":"W1990426680","doi":"10.1002/art.20691","title":"Psychosocial and geriatric correlates of functional status after total hip replacement","year":2004,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Psychosocial; Comorbidity; Physical therapy; Quality of life (healthcare); Osteoarthritis; Mental health; Logistic regression; Gerontology; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002715797,0.0001342338,0.0002715984,0.0002658319,0.0001397318,0.00003012444,0.00003174255,0.0001074344,0.0006359423],"category_scores_gemma":[0.0001700025,0.0001302263,0.0000948443,0.0003602827,0.0003614924,0.0001169108,0.0001212747,0.0003851414,0.0001329306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972951,"about_ca_system_score_gemma":0.0003224249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002532089,"about_ca_topic_score_gemma":0.000235738,"domain_scores_codex":[0.9978106,0.00007463392,0.0003024004,0.0003619015,0.0009103776,0.0005400945],"domain_scores_gemma":[0.9989043,0.0001216408,0.00004121041,0.0002645977,0.0004147417,0.0002535091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003874546,0.0004056166,0.8894411,0.0003412553,0.0001648609,0.0003837812,0.01032466,0.00003280659,0.002847194,0.001662509,0.002624271,0.08789735],"study_design_scores_gemma":[0.009766284,0.00190223,0.9785423,0.0002670148,0.00002006789,0.000223633,0.004603385,0.000002675066,0.0006928508,0.000608766,0.003203773,0.0001670124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844946,0.01159953,0.00001461875,0.0008932533,0.0004033415,0.0005419151,0.00005026058,0.00003753915,0.001964948],"genre_scores_gemma":[0.997712,0.000987997,0.0002432423,0.00005546529,0.0002682766,0.00007732659,0.00003261798,0.00002725532,0.0005958132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08910115,"threshold_uncertainty_score":0.6963122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955160207952583,"score_gpt":0.3143895174524342,"score_spread":0.2948379153729083,"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."}}