{"id":"W4410565891","doi":"10.1017/s1049023x25000603","title":"EMT Simulation-Based Team Training: Converting TEAMS 3.0 to a Virtual Format","year":2025,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Training (meteorology); Computer science; Engineering management; Knowledge management; Medical education; Engineering; Process management; Medicine","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":[0.003615828,0.0002969911,0.0001194897,0.0003728059,0.001254622,0.001313315,0.001161898,0.0002985832,0.008362458],"category_scores_gemma":[0.008026977,0.0001610668,0.0003339531,0.000415274,0.001182898,0.000616714,0.003031427,0.0006549818,0.0008971637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286429,"about_ca_system_score_gemma":0.005936753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207853,"about_ca_topic_score_gemma":0.0335651,"domain_scores_codex":[0.9978956,0.00141878,0.00006477793,0.0001019259,0.0002827997,0.0002360889],"domain_scores_gemma":[0.9977701,0.000747618,0.0002168359,0.0003100558,0.0002849884,0.0006704599],"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":[0.001070446,0.003296862,0.02423884,0.001880085,0.00004890998,0.0009021743,0.136757,0.01038584,0.01170089,0.01186913,0.04039657,0.7574533],"study_design_scores_gemma":[0.001431188,0.008406671,0.1697949,0.005059412,0.000155285,0.002680851,0.1903381,0.01681503,0.01608093,0.01552417,0.5732924,0.0004210577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8502861,0.0002317599,0.06006507,0.003451207,0.0004535859,0.003397061,0.0007280782,0.0008335655,0.08055349],"genre_scores_gemma":[0.9266409,0.0003603346,0.0635372,0.0004176408,0.00005194658,0.002067619,0.0003786501,0.00008313653,0.006462653],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01207853,"threshold_uncertainty_score":0.02797526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466160679836475,"score_gpt":0.3836364580722148,"score_spread":0.35897485127385,"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."}}