{"id":"W1999967356","doi":"10.1097/00000542-200201000-00008","title":"Simulation Technology","year":2002,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; The Wilson Centre; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Session (web analytics); Checklist; Medicine; Experiential learning; Medical education; Simulation; Psychology; Computer science; Mathematics education","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":[0.0009441975,0.0004848618,0.0003052674,0.0005357213,0.0003941179,0.001351822,0.0008502748,0.0005686944,0.06422189],"category_scores_gemma":[0.003382758,0.000192694,0.0003506718,0.0005903426,0.0004684868,0.000559549,0.00132167,0.0006591646,0.01355999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157731,"about_ca_system_score_gemma":0.003806297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485564,"about_ca_topic_score_gemma":0.01911352,"domain_scores_codex":[0.9992952,0.0002526008,0.00005366336,0.00006214606,0.0002813132,0.00005508199],"domain_scores_gemma":[0.9987851,0.0004160743,0.00006827334,0.0001732804,0.0003371791,0.000220125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009496512,0.0003751098,0.007912194,0.002712297,0.0001134751,0.0005195559,0.001158128,0.03511017,0.01203779,0.05280234,0.2325778,0.6537315],"study_design_scores_gemma":[0.0002785239,0.0004907083,0.006444687,0.0008282062,0.00005225344,0.000657544,0.0002528078,0.01975134,0.003091561,0.01368993,0.9544032,0.000059342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04760648,0.01006103,0.2813843,0.007390026,0.002024501,0.002366038,0.007856315,0.008982309,0.632329],"genre_scores_gemma":[0.5955214,0.018048,0.146955,0.001751808,0.0006206989,0.002847213,0.01420463,0.0006494189,0.2194018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06422189,"threshold_uncertainty_score":0.2148436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05806751885775865,"score_gpt":0.3472364102650039,"score_spread":0.2891688914072452,"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."}}