{"id":"W2954013620","doi":"10.1177/2396939319855328","title":"How to Teach Using Simulation in Healthcare","year":2019,"lang":"en","type":"article","venue":"Journal of Perioperative Practice","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Health care; Medical education; Computer science; Psychology; Nursing; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000994399,0.0001218926,0.0003336289,0.0003784085,0.00007025389,0.00008186931,0.00006751728,0.00008948281,0.0001076365],"category_scores_gemma":[0.002696179,0.0001064464,0.0000598041,0.0004727248,0.00001414345,0.001081401,0.00001442918,0.0005967917,0.00002690677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008940721,"about_ca_system_score_gemma":0.001225197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929224,"about_ca_topic_score_gemma":0.00001142211,"domain_scores_codex":[0.9982312,0.0003905134,0.0005370736,0.0001744054,0.0004776931,0.0001891197],"domain_scores_gemma":[0.9955884,0.0009345033,0.0004617462,0.0001966034,0.00258531,0.0002334831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002089189,0.0004276947,0.6934044,0.0002584601,0.00007376044,0.00008184562,0.02615689,0.2598962,0.01446831,0.0006329434,0.00009310572,0.002417186],"study_design_scores_gemma":[0.01020072,0.006169831,0.557969,0.002212329,0.0002937853,0.001752825,0.1471697,0.1563964,0.003171875,0.00005318178,0.1137832,0.0008271611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880194,0.000318734,0.001602174,0.1086021,0.0006067358,0.0006220638,0.000001877521,0.000006659197,0.0002202251],"genre_scores_gemma":[0.9749155,0.00001076722,0.01834439,0.005772204,0.0004601322,0.000003652883,0.000002824285,0.00002148501,0.0004690511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354354,"threshold_uncertainty_score":0.434076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667212133090375,"score_gpt":0.455711911443786,"score_spread":0.3890397901128823,"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."}}