{"id":"W4405398813","doi":"10.1007/s10212-024-00925-3","title":"The role of leadership in medical trainee team-regulation dynamics in crisis resource management simulation education","year":2024,"lang":"en","type":"article","venue":"European Journal of Psychology of Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University Health Centre; University of Victoria; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Teamwork; Psychology; Medical education; Knowledge management; Medicine; Management; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001965953,0.00017549,0.0001535791,0.0002859754,0.001088766,0.003338539,0.0004757352,0.0006186002,0.005284772],"category_scores_gemma":[0.01165273,0.0002092724,0.0001813247,0.0001245243,0.001222421,0.001098955,0.001391485,0.001224921,0.0003670844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008789158,"about_ca_system_score_gemma":0.002708016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457727,"about_ca_topic_score_gemma":0.002387469,"domain_scores_codex":[0.9980007,0.001274964,0.00003273268,0.0001126126,0.0002785915,0.0003003968],"domain_scores_gemma":[0.9916312,0.005339219,0.0005838907,0.0001967518,0.0005234326,0.001725558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004694985,0.01330563,0.3333233,0.0007430341,0.0002762912,0.002026913,0.1700222,0.01356364,0.04661135,0.08687206,0.008566918,0.3199936],"study_design_scores_gemma":[0.0005939086,0.003255697,0.7016482,0.0005894318,0.0001596692,0.0009966152,0.15017,0.06263483,0.007977138,0.04565712,0.02618143,0.0001359015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676738,0.0001439475,0.00333592,0.001745666,0.0001090426,0.00004146105,0.00001630948,0.00001871744,0.02691527],"genre_scores_gemma":[0.9988165,0.00003310465,0.000462852,0.00004827206,0.000007991569,0.00001313056,0.000006008051,0.0000050511,0.0006071259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005284772,"threshold_uncertainty_score":0.01767939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306812341200909,"score_gpt":0.3965603300243454,"score_spread":0.3434922066123364,"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."}}