{"id":"W3135237568","doi":"10.1136/bmjopen-2020-040360","title":"Evaluation of the feasibility and impacts of in situ simulation in emergency medicine—a mixed-method study protocol","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centre Hospitalier Universitaire de Québec; Société Française de Médecine d'Urgence; Université Laval","keywords":"Medicine; Psychosocial; Protocol (science); Emergency department; Intervention (counseling); Patient safety; Medical emergency; Data collection; Health care; Nursing; Medical education; Family medicine; Alternative medicine; Psychiatry","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":[0.08402374,0.003938799,0.004383321,0.00376736,0.004177476,0.003008877,0.004516142,0.003959407,0.02658227],"category_scores_gemma":[0.04042962,0.003051857,0.002740254,0.002604685,0.002527443,0.002208761,0.00284322,0.004075375,0.004590557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006292758,"about_ca_system_score_gemma":0.02477035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822514,"about_ca_topic_score_gemma":0.004551114,"domain_scores_codex":[0.9572128,0.02857165,0.005256811,0.002523668,0.003595499,0.002839711],"domain_scores_gemma":[0.9650855,0.01572112,0.003809859,0.003848503,0.008691233,0.002843801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.2565983,0.2428542,0.02369932,0.04718604,0.001519753,0.001874223,0.03637543,0.01263655,0.01506258,0.01274198,0.0239445,0.3255072],"study_design_scores_gemma":[0.3447563,0.3172334,0.1015769,0.01740987,0.001823169,0.0004874889,0.03284947,0.01989181,0.02017325,0.01060005,0.1320408,0.001157387],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007558065,0.00003593583,0.001877169,0.00004916561,0.00004322074,0.9897442,0.0002487262,0.00001943185,0.0004240168],"genre_scores_gemma":[0.002555291,0.00002567745,0.002549124,0.00003889227,0.000007104354,0.9946713,0.00003888996,0.000001527957,0.00011212],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08402374,"threshold_uncertainty_score":0.4443653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3721106131331249,"score_gpt":0.6292033851767587,"score_spread":0.2570927720436338,"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."}}