{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005064236,0.0001255163,0.0004434111,0.000720836,0.00009127069,0.00002405903,0.00006327588,0.00010583,0.001570127],"category_scores_gemma":[0.0005120985,0.00009878392,0.0002104233,0.0002547798,0.0002180038,0.0001165639,0.000008173899,0.0002963923,0.00003251497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463692,"about_ca_system_score_gemma":0.002706562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555919,"about_ca_topic_score_gemma":0.01112702,"domain_scores_codex":[0.998453,0.00005116685,0.0006096564,0.0001253398,0.000338137,0.0004227329],"domain_scores_gemma":[0.9977698,0.0003889098,0.0001522958,0.0001283384,0.0005049536,0.001055737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001206989,0.00003136999,0.9323678,0.000008794083,0.00002203555,0.003433085,0.0002192208,6.151607e-7,0.000001524311,0.00003001122,0.02159776,0.04216709],"study_design_scores_gemma":[0.0007013407,0.00009571419,0.5289167,0.0002060533,0.0000132865,0.001009841,0.0001185647,0.00000219553,0.00001584785,0.000005528575,0.4688361,0.00007874701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939167,0.0007258289,0.000004973434,0.0004915348,0.001718492,0.00006527164,0.00004729756,0.000003564633,0.003026311],"genre_scores_gemma":[0.9985488,0.00007437938,0.00003588592,0.0006046369,0.0005724356,6.481503e-7,0.00001788948,0.00001647039,0.0001288362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4472384,"threshold_uncertainty_score":0.9993426,"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."}}