{"id":"W1985139100","doi":"10.1002/art.10754","title":"Association of hospital and surgeon volume of total hip replacement with functional status and satisfaction three years following surgery","year":2003,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Agency for Healthcare Research and Quality","keywords":"Medicine; Cohort; Surgery; Population; Cohort study; Orthopedic surgery; Patient satisfaction; Total hip replacement; General surgery; Internal 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":[0.000392184,0.00010669,0.000342506,0.0000853504,0.00005911522,0.00001294054,0.000005033241,0.00006336051,0.0002091108],"category_scores_gemma":[0.0001804149,0.0001015753,0.00005699404,0.00008419438,0.00005733517,0.0001690945,0.0000115543,0.00008607344,0.000001997714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000375732,"about_ca_system_score_gemma":0.00008632962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000431316,"about_ca_topic_score_gemma":0.0003314198,"domain_scores_codex":[0.9988605,0.00004124317,0.0003392138,0.0001836039,0.0003705652,0.0002048425],"domain_scores_gemma":[0.9993492,0.0001632949,0.0002381712,0.00009973704,0.00006097745,0.00008856995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005738223,0.00004453844,0.9002752,0.00003611386,0.0001311443,0.0000104285,0.000182944,0.00000156957,0.00009704392,0.0001260339,0.0006098904,0.09842776],"study_design_scores_gemma":[0.001973482,0.0005001939,0.9961144,0.0005377935,0.00004541276,0.0000922794,0.0001640569,0.0000212474,0.00008760407,0.00005339717,0.0003063748,0.0001037035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974391,0.001524081,0.0001656235,0.0000892688,0.0004041123,0.0002080348,0.00002725474,0.00001700957,0.000125523],"genre_scores_gemma":[0.997716,0.001716501,0.0003704218,0.00001208794,0.00001378756,0.00000801845,0.00002542209,0.00001375131,0.0001239736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09832405,"threshold_uncertainty_score":0.4142119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006695564165784469,"score_gpt":0.1966690125796275,"score_spread":0.189973448413843,"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."}}