{"id":"W4307503204","doi":"10.1017/dmp.2022.184","title":"Factors Affecting Paramedic Response Readiness to CBRN Threats in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health","funders":"","keywords":"Population; Medicine; Univariate; Demographics; Multivariate analysis; Psychology; Medical emergency; Medical education; Multivariate statistics; Environmental health; Demography; Computer science","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":[0.0007737907,0.0002185044,0.0001905181,0.0006277726,0.002701684,0.000754954,0.000852899,0.0003651245,0.003815379],"category_scores_gemma":[0.004701861,0.0002343869,0.000244271,0.001107111,0.0007465574,0.0003110891,0.0008160301,0.0005978722,0.0002578131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02708876,"about_ca_system_score_gemma":0.05205512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915208,"about_ca_topic_score_gemma":0.9963157,"domain_scores_codex":[0.9990445,0.00009614644,0.00005489116,0.00009195546,0.0002980943,0.0004144121],"domain_scores_gemma":[0.9959812,0.0003194101,0.0008995489,0.00006230747,0.001405684,0.001331929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008047262,0.00005931234,0.9784141,0.0001375226,0.0000193135,0.0002580807,0.004909419,0.0001783632,0.0003782493,0.0001247226,0.004468061,0.01097226],"study_design_scores_gemma":[0.000005340848,0.00002413632,0.9924036,0.00007315284,0.000004791731,0.00003987631,0.005695845,0.0000904291,0.0000284193,0.00001586064,0.001611414,0.000007154162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878933,0.0007383199,0.000147299,0.003375982,0.00004911177,0.000136297,0.001406409,0.00001476877,0.006238534],"genre_scores_gemma":[0.9971473,0.0005906653,0.0001766794,0.0003164158,0.00001162549,0.00003767228,0.0003445274,0.000004190454,0.001370891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708876,"threshold_uncertainty_score":0.1965436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1924006744961014,"score_gpt":0.4249657225060516,"score_spread":0.2325650480099502,"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."}}