{"id":"W2123380021","doi":"10.1520/jfs15210j","title":"Dental Participants in Mass Disasters—A Retrospective Study with Future Implications","year":2002,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Disaster Response and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Medical emergency; Poison control; Retrospective cohort study; Injury prevention; Suicide prevention; Occupational safety and health; Forensic dentistry; Human factors and ergonomics; Mass-casualty incident; Medicine; Forensic engineering; Engineering; Dentistry; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058633,0.00008555943,0.0002032148,0.0002179259,0.0003637425,0.00002630906,0.0002618683,0.00002559068,0.0001467188],"category_scores_gemma":[0.00005482942,0.0000512802,0.00003509147,0.0005749654,0.0001496528,0.0003403931,0.00005329965,0.0002377734,0.00003117012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177699,"about_ca_system_score_gemma":0.0000613348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002058657,"about_ca_topic_score_gemma":0.001193323,"domain_scores_codex":[0.9984118,0.0002063288,0.0004252165,0.0001504872,0.0004211857,0.0003850137],"domain_scores_gemma":[0.9992526,0.00007151915,0.0003451672,0.0001362551,0.00009471378,0.00009978645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009334134,0.0002549497,0.9744795,0.0000064333,0.00002969361,0.00003768122,0.01866212,0.00002799447,0.00003927873,0.001226246,0.003190556,0.001952232],"study_design_scores_gemma":[0.001137023,0.001395402,0.7549866,0.0001122104,0.00003635184,0.00000898003,0.2405152,0.00007706442,0.000007145416,0.0008820829,0.0007591461,0.00008272307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887138,0.0000779273,0.0001182593,0.001957681,0.0004405294,0.0003830089,0.000001977477,0.000006537207,0.008300263],"genre_scores_gemma":[0.9984721,0.00001797792,0.00043809,0.0002896959,0.0001902519,0.00001934197,9.73127e-8,0.000004724408,0.0005676977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2218531,"threshold_uncertainty_score":0.279765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09991909412116474,"score_gpt":0.41271164602115,"score_spread":0.3127925518999853,"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."}}