{"id":"W2143423453","doi":"10.1017/s1049023x14000934","title":"Health Care Workers in Danger Zones: A Special Report on Safety and Security in a Changing Environment","year":2014,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; McMaster University","funders":"","keywords":"Health care; Business; Occupational safety and health; Work (physics); Medical emergency; Public relations; Public health; Medicine; Nursing; Environmental health; Political science; Law; Engineering","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":[0.0009354023,0.0001750036,0.0003901511,0.0002772893,0.0001387488,0.000005368036,0.00005887258,0.00006401433,0.0001174568],"category_scores_gemma":[0.0000724532,0.0001319945,0.00001778742,0.0001417215,0.00009707395,0.0000765611,0.0002100721,0.0002718604,0.00001710812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368227,"about_ca_system_score_gemma":0.00002651025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000417617,"about_ca_topic_score_gemma":0.0006822717,"domain_scores_codex":[0.9981236,0.0002815327,0.0005261707,0.0003958353,0.0002217829,0.0004510416],"domain_scores_gemma":[0.9993231,0.000131102,0.0001323813,0.0002346675,0.000006908583,0.0001718697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001080684,0.0001676107,0.2719465,0.0009053859,0.00001818175,0.0001286111,0.6400161,0.000004615178,0.000001916023,0.002867238,0.002274422,0.08058873],"study_design_scores_gemma":[0.006023027,0.001230543,0.4361255,0.003098669,0.00002025307,0.000008531104,0.3525406,0.00009489537,3.672281e-7,0.000864811,0.1996645,0.0003282641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401094,0.0007106213,0.0001607071,0.007969029,0.0004051665,0.001037302,0.000005220109,0.00001901238,0.04958349],"genre_scores_gemma":[0.9944696,0.0001852696,0.00004493144,0.002655499,0.0006715746,0.00009716885,0.0000310948,0.00001590701,0.001829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2874755,"threshold_uncertainty_score":0.5382579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418066897699233,"score_gpt":0.3221172329518197,"score_spread":0.3079365639748274,"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."}}