{"id":"W3172515131","doi":"10.1097/jom.0000000000002297","title":"Firefighters and COVID-19: An Occupational Health Perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personal protective equipment; Medicine; Public health; Environmental health; Occupational safety and health; Coronavirus disease 2019 (COVID-19); Medical emergency; Health care; Emergency medicine; Disease; Infectious disease (medical specialty); Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842801,0.0006286369,0.0008303833,0.00274879,0.002021197,0.00442051,0.001113467,0.005863667,0.01543409],"category_scores_gemma":[0.003097957,0.0003620274,0.0007585261,0.001381336,0.001915245,0.004376328,0.002767755,0.005937933,0.002380692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109836,"about_ca_system_score_gemma":0.005922618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979897,"about_ca_topic_score_gemma":0.03461276,"domain_scores_codex":[0.998451,0.0005025434,0.0001045112,0.0001957611,0.0003250307,0.0004210869],"domain_scores_gemma":[0.9961622,0.001123327,0.0004215251,0.00007367842,0.0009880417,0.001231218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002398316,0.000837057,0.05000329,0.004980281,0.000211495,0.004985894,0.006965673,0.0003804112,0.0005593892,0.05065273,0.4454812,0.4347028],"study_design_scores_gemma":[0.00002930442,0.0006085997,0.03747534,0.01729909,0.0001170522,0.007538515,0.02060382,0.0003233766,0.0001421312,0.01943758,0.8963264,0.00009875737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007368026,0.6461124,0.0005474598,0.3137243,0.00959641,0.00002281187,0.000263031,0.00002799845,0.0223376],"genre_scores_gemma":[0.06602949,0.8237681,0.0006447095,0.06638169,0.03634402,0.00003528988,0.0002391945,0.00001636654,0.006541123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01979897,"threshold_uncertainty_score":0.05163217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259629006978769,"score_gpt":0.4964988864128446,"score_spread":0.3705359857149678,"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."}}