{"id":"W2043731737","doi":"10.2147/ppa.s41852","title":"Predictors of willingness to undergo elective musculoskeletal surgery","year":2013,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Medicine; Orthopedic surgery; Cohort; Logistic regression; Ankle; Foot and ankle surgery; Physical therapy; Odds ratio; Confidence interval; Surgery; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009871239,0.000158906,0.0001606009,0.000442493,0.0002368592,0.0005106761,0.0002354622,0.0004159416,0.004420472],"category_scores_gemma":[0.00921555,0.00009445253,0.0002659294,0.0003777629,0.0003116558,0.0002903723,0.0003552957,0.0007806668,0.0002371586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538963,"about_ca_system_score_gemma":0.0004660278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902276,"about_ca_topic_score_gemma":0.002161233,"domain_scores_codex":[0.9993643,0.000222563,0.00009639982,0.00005922437,0.0001660091,0.00009154951],"domain_scores_gemma":[0.9919317,0.002799989,0.003611951,0.0001753782,0.0004871425,0.0009936685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002211731,0.0000354234,0.9987293,0.000007517412,0.00001566809,0.00003218329,0.00006965295,0.00004183134,0.00004423473,0.00001236907,0.00004940636,0.0009403399],"study_design_scores_gemma":[0.000003767119,0.00009343473,0.9982949,0.00002086611,0.00001175976,0.0003438995,0.0005464968,0.0004475866,0.00004454435,0.00004896734,0.0001389817,0.000004791842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991964,0.0001043282,0.00004980693,0.0001754693,0.000003096787,0.000004773212,0.00005415734,9.641716e-7,0.0004110313],"genre_scores_gemma":[0.9998119,0.00003361509,0.00003806601,0.00001803456,0.000004138539,0.000002143703,0.00004323378,3.978064e-7,0.00004833695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004420472,"threshold_uncertainty_score":0.01478791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649334303805152,"score_gpt":0.2512438702781337,"score_spread":0.2247505272400822,"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."}}