{"id":"W2041231003","doi":"10.1111/hex.12350","title":"Patients' expectations about total knee arthroplasty outcomes","year":2015,"lang":"en","type":"article","venue":"Health Expectations","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Drug Abuse; National Institutes of Health","keywords":"WOMAC; Medicine; Osteoarthritis; Physical therapy; Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Total knee arthroplasty; Arthroplasty; Patient satisfaction; Logistic regression; Activities of daily living; Ordered logit; Surgery; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008475377,0.00029727,0.0005618493,0.0003338863,0.0004472629,0.00004353221,0.00005185152,0.00009240171,0.0002060784],"category_scores_gemma":[0.0009730401,0.0002691082,0.0001937997,0.0005059389,0.0001347407,0.0003129668,0.00005294926,0.0003222493,0.001649207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656623,"about_ca_system_score_gemma":0.0008956621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196708,"about_ca_topic_score_gemma":0.0001835282,"domain_scores_codex":[0.9974015,0.0001333172,0.0007432289,0.0004318094,0.0006697215,0.0006204746],"domain_scores_gemma":[0.9976161,0.0002656096,0.0002413155,0.0005075124,0.0004271674,0.0009422973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001551563,0.001884518,0.8535897,0.0001233344,0.0002191491,0.00002779149,0.08002345,0.0001177172,0.00001225894,0.003660243,0.04923956,0.01094717],"study_design_scores_gemma":[0.007288669,0.001281503,0.9285461,0.00007474301,0.00005408648,0.00007051108,0.05267042,0.0002271569,0.00001868689,0.0001505917,0.009235438,0.0003821413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714194,0.002213069,0.00112075,0.01425694,0.002261873,0.001891174,0.0001428986,0.0007440622,0.005949816],"genre_scores_gemma":[0.9861239,0.00001015947,0.008087299,0.001462971,0.0001610411,0.0002507099,0.0002774179,0.00006343261,0.003563107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0749564,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973821727084963,"score_gpt":0.3236691450342942,"score_spread":0.2939309277634446,"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."}}