{"id":"W4400355957","doi":"10.1093/occmed/kqae023.0003","title":"PL02 OCCUPATIONAL HEALTH EPIDEMIOLOGY IN THE FACE OF DISASTER","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Epidemiology; Face (sociological concept); Occupational safety and health; Environmental health; Medicine; Medical emergency; Pathology; Sociology","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":[0.002076385,0.0003587075,0.000322994,0.003314638,0.0009524249,0.003271692,0.001213273,0.003339846,0.09010997],"category_scores_gemma":[0.009417401,0.000306489,0.0003958813,0.00466136,0.0008197684,0.002319316,0.003190156,0.001748652,0.008249589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176067,"about_ca_system_score_gemma":0.002819487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005456829,"about_ca_topic_score_gemma":0.003450631,"domain_scores_codex":[0.9980072,0.0008885763,0.0002029547,0.0002561888,0.0003619987,0.0002829857],"domain_scores_gemma":[0.9927993,0.003035622,0.001275377,0.0002424168,0.001441045,0.001206264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001722058,0.0001702789,0.1314828,0.0037784,0.00006777907,0.001970353,0.002439595,0.0004504335,0.0004648819,0.01369266,0.4475943,0.3977163],"study_design_scores_gemma":[0.00004048681,0.000317903,0.28503,0.007273939,0.00002647556,0.001956925,0.007604566,0.0005011495,0.0001402555,0.009460444,0.6876034,0.00004447161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06783368,0.1060013,0.005742862,0.4237766,0.02638885,0.000694729,0.0321958,0.0006035824,0.3367625],"genre_scores_gemma":[0.519821,0.1683242,0.006510459,0.05989445,0.04945627,0.001844762,0.02298575,0.0003061212,0.170857],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09010997,"threshold_uncertainty_score":0.3014479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2729534547769261,"score_gpt":0.5617175091753118,"score_spread":0.2887640543983857,"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."}}