{"id":"W2942527501","doi":"10.1017/cem.2019.237","title":"P046: Students as first responders: A survey of Canadian campus emergency medical response teams","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"First responder; Medicine; Service (business); Medical emergency; Triage; Medical education; Family medicine; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270924,0.0004953452,0.0005050987,0.002460621,0.007234445,0.002815561,0.003302595,0.0027652,0.008206868],"category_scores_gemma":[0.01130189,0.0008694623,0.000626184,0.003781821,0.001731949,0.001467587,0.002982392,0.003030721,0.001676849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01885598,"about_ca_system_score_gemma":0.04447531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9186097,"about_ca_topic_score_gemma":0.9572589,"domain_scores_codex":[0.9942347,0.0006037354,0.000359185,0.0003585098,0.001898759,0.002545066],"domain_scores_gemma":[0.9824174,0.0008429302,0.002820735,0.0002200305,0.005410233,0.00828853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214449,0.000449449,0.9522045,0.0001397011,0.00003466481,0.0003160585,0.02621921,0.00006040158,0.0003148224,0.0001383703,0.01238577,0.007615571],"study_design_scores_gemma":[0.00001194652,0.0001338665,0.8961748,0.0001091145,0.00001056185,0.0001168938,0.09834686,0.00009872325,0.00005343694,0.00002279861,0.004885129,0.00003589763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852346,0.0003352521,0.0001130006,0.004567482,0.000124732,0.0004448571,0.00274477,0.00001579181,0.00641951],"genre_scores_gemma":[0.9899165,0.0005988132,0.0002644685,0.003741337,0.0000678375,0.0002597719,0.001028023,0.00002428996,0.004098899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08139026,"threshold_uncertainty_score":0.1637391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07608954104360309,"score_gpt":0.381944970720447,"score_spread":0.3058554296768439,"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."}}