{"id":"W2793569223","doi":"10.1503/cjs.003217","title":"Decisional conflict in surgical patients: Should surgeons care?","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Medicine; Trunk; Pelvic tilt; Surgery; Cohort; Osteoarthritis; Body mass index; Comorbidity; Pelvis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007668048,0.0002590886,0.0008114142,0.001141942,0.00300111,0.004673996,0.001380283,0.003778661,0.01027017],"category_scores_gemma":[0.08353637,0.0003230787,0.0004326993,0.001898856,0.005255692,0.004811915,0.002893388,0.004785104,0.001442365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752711,"about_ca_system_score_gemma":0.005780191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317015,"about_ca_topic_score_gemma":0.004879334,"domain_scores_codex":[0.9936163,0.004041223,0.0004315397,0.0003575465,0.0007097815,0.000843673],"domain_scores_gemma":[0.9634703,0.01513271,0.005878097,0.000890307,0.003411896,0.01121667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008238971,0.0007293031,0.3459127,0.0009038347,0.0002907516,0.007901768,0.02476626,0.001163724,0.0002403612,0.0206364,0.282931,0.3136999],"study_design_scores_gemma":[0.0006628702,0.0007906358,0.1899781,0.007333891,0.0002087672,0.02260699,0.2070408,0.004817866,0.0005306918,0.3256141,0.2398895,0.0005256934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2138972,0.008383565,0.002840003,0.7439253,0.003780724,0.00007291065,0.0002622939,0.00006192439,0.02677622],"genre_scores_gemma":[0.9134157,0.007832665,0.002685165,0.06932431,0.004577631,0.0001128725,0.0001958647,0.00005070462,0.001805051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027017,"threshold_uncertainty_score":0.04055297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05626779807571881,"score_gpt":0.2877580239067516,"score_spread":0.2314902258310328,"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."}}