{"id":"W3215922372","doi":"10.1002/aet2.10714","title":"Staff perceptions of the implementation of a trauma video review program at a level I trauma center","year":2021,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; North York General Hospital; University of Toronto","funders":"","keywords":"Thematic analysis; Psychology; Trauma center; Apprehension; Medical education; Confidentiality; Medicine; Perception; Nursing; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01697563,0.0002462845,0.0002328346,0.0006694828,0.006188674,0.004207105,0.001749979,0.001007904,0.003318906],"category_scores_gemma":[0.05958325,0.0005404835,0.000312911,0.0006541075,0.002827154,0.001473421,0.003208922,0.001867352,0.0003169136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01781472,"about_ca_system_score_gemma":0.03670402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1184509,"about_ca_topic_score_gemma":0.1388364,"domain_scores_codex":[0.9762613,0.01368938,0.001350108,0.0008718934,0.003907141,0.003920233],"domain_scores_gemma":[0.9335069,0.02046616,0.01032353,0.001343376,0.01495234,0.01940756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001183511,0.001927411,0.237876,0.001775824,0.0001495288,0.002895005,0.600089,0.001592393,0.01244409,0.001200149,0.01208031,0.1267868],"study_design_scores_gemma":[0.00007775404,0.003321146,0.1974698,0.0008404864,0.00006605341,0.0007569332,0.7673988,0.0008692013,0.003006215,0.000169681,0.02585278,0.0001711809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913343,0.0002222598,0.001034441,0.003438222,0.00005623834,0.0003185532,0.00007252132,0.00006122496,0.003462378],"genre_scores_gemma":[0.9964654,0.0002592405,0.001488952,0.0007857905,0.00002769148,0.0001584674,0.00004247552,0.00001677937,0.0007551269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184509,"threshold_uncertainty_score":0.2355228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08918975690477274,"score_gpt":0.4143909645602242,"score_spread":0.3252012076554515,"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."}}