{"id":"W4404787438","doi":"10.5811/westjem.20942","title":"Beirut Port Blast: Use of Electronic Health Record System During a Mass Casualty Event","year":2024,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Medical emergency; Mass Casualty; Port (circuit theory); Electronic health record; Event (particle physics); Mass-casualty incident; Emergency medicine; Poison control; Suicide prevention; Health care; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008356861,0.0003221578,0.0001877654,0.000880355,0.001335774,0.001418155,0.0004660859,0.0006617924,0.004620873],"category_scores_gemma":[0.005515851,0.0001477201,0.0002166366,0.0007539612,0.0005276848,0.001272769,0.001126008,0.0007920838,0.0006696439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032608,"about_ca_system_score_gemma":0.002389055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522562,"about_ca_topic_score_gemma":0.01575256,"domain_scores_codex":[0.9989401,0.000306098,0.0001309083,0.00010946,0.0002668986,0.0002466978],"domain_scores_gemma":[0.9977165,0.000658555,0.0009260555,0.00007417022,0.0003607393,0.0002639963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000408295,0.0004349039,0.8077334,0.0009986219,0.00009440268,0.01871357,0.03439686,0.0004817718,0.00281561,0.0008030767,0.01501516,0.1181044],"study_design_scores_gemma":[0.00001677709,0.0005352048,0.8705292,0.001219167,0.00006653923,0.01188673,0.09183478,0.0007339407,0.001567953,0.0005542474,0.02098831,0.00006702964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832473,0.001617354,0.0004745252,0.005425092,0.0001440643,0.00007427745,0.0008094386,0.00008895953,0.008118945],"genre_scores_gemma":[0.9942584,0.001729073,0.0004967556,0.001204916,0.00009834247,0.00002962044,0.0004956701,0.00001352608,0.001673716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522562,"threshold_uncertainty_score":0.03027397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110436435590418,"score_gpt":0.4540201635617422,"score_spread":0.3429765200027005,"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."}}