{"id":"W2051931157","doi":"10.1097/brs.0b013e3182640f69","title":"Spinal Surgery Fellowship Education in Canada","year":2012,"lang":"en","type":"article","venue":"Spine","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Health Sciences Centre; Vancouver General Hospital; Sunnybrook Health Science Centre; University of British Columbia; University Health Network; University of Toronto","funders":"American Board of Orthopaedic Surgery; Canadian Spine Society","keywords":"Medicine; Specialty; Subspecialty; Core competency; Curriculum; Medical education; Descriptive statistics; Cognition; Perception; Family medicine; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008806801,0.0001777775,0.0002305777,0.0007579228,0.002463463,0.0008245764,0.000531798,0.0003335963,0.00308562],"category_scores_gemma":[0.002605784,0.0002866837,0.0001836105,0.002089863,0.0006304471,0.0004006051,0.0008427568,0.000563078,0.0002866124],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01606303,"about_ca_system_score_gemma":0.04547593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610794,"about_ca_topic_score_gemma":0.9850671,"domain_scores_codex":[0.998533,0.0001208458,0.00007053504,0.0001155939,0.0005137397,0.0006461841],"domain_scores_gemma":[0.9957138,0.0002223288,0.0005273643,0.00003643685,0.001372278,0.002127842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003833193,0.0001177853,0.9796605,0.0001228783,0.00001128207,0.0002592911,0.005484344,0.00005412706,0.0002670225,0.0001582243,0.00264835,0.01117798],"study_design_scores_gemma":[0.000005624189,0.00006101655,0.9874419,0.00006363084,0.000003052955,0.0001025096,0.009414816,0.0000676394,0.00003285365,0.00001036735,0.002791459,0.00000507552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993463,0.0003765562,0.00007395459,0.0009586508,0.00001783496,0.0001283315,0.001254935,0.00001008582,0.003716572],"genre_scores_gemma":[0.9964691,0.000747035,0.0001808514,0.0004521627,0.000007507749,0.00005593555,0.0005147239,0.000002949881,0.001569646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.983937,"threshold_uncertainty_score":0.116546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233071648953034,"score_gpt":0.3163952302633394,"score_spread":0.274064513773809,"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."}}