{"id":"W1542719234","doi":"10.1503/cjs.027910","title":"Canadian Association of University Surgeons’ Annual Symposium. Surgical simulation: The solution to safe training or a promise unfulfilled?","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Simulation training; Patient safety; Training (meteorology); Value (mathematics); Medical education; Health care; Simulation; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002579667,0.001703858,0.0007217127,0.002120993,0.004512771,0.00401781,0.001939041,0.005530479,0.09462155],"category_scores_gemma":[0.004792307,0.0006725896,0.001110367,0.002409629,0.001613884,0.00174378,0.00315441,0.005381655,0.02639376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02125905,"about_ca_system_score_gemma":0.07119679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5916427,"about_ca_topic_score_gemma":0.8390314,"domain_scores_codex":[0.9965708,0.0001647927,0.0001071691,0.0001955113,0.002321966,0.0006397591],"domain_scores_gemma":[0.9927316,0.0001576069,0.000178184,0.00008751288,0.003463125,0.003381944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001302086,0.00001056585,0.0001398116,0.00005085985,0.000002834798,0.00002481592,0.000024692,0.00003778552,0.00003634533,0.0006399209,0.9816245,0.01739477],"study_design_scores_gemma":[0.000006162023,0.000005693366,0.0008473737,0.0001046165,0.000002200484,0.00003200566,0.00008340259,0.00002868107,0.00001963388,0.0002730611,0.998587,0.00001017103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001574453,0.1165735,0.001408097,0.3729768,0.2011797,0.0002330926,0.005818116,0.0005572006,0.2996792],"genre_scores_gemma":[0.01609779,0.09298745,0.00285619,0.05379725,0.02029891,0.0001974428,0.005124431,0.000340339,0.8083002],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5916427,"threshold_uncertainty_score":0.8215243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264303715089551,"score_gpt":0.3133190617209421,"score_spread":0.186888690211987,"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."}}