{"id":"W4390673233","doi":"10.3390/atmos15010078","title":"Exposure to Wildfires Exposures and Mental Health Problems among Firefighters: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Atmosphere","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; National Institute of Environmental Health Sciences; Center of Excellence in Environmental Toxicology, University of Pennsylvania; University of Pennsylvania","keywords":"Mental health; Environmental health; Medicine; Systematic review; Population; Occupational safety and health; MEDLINE; Psychology; Psychiatry; Pathology","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":[0.002990745,0.001090978,0.004064415,0.006628947,0.0006720367,0.002069493,0.001224386,0.001815547,0.004436098],"category_scores_gemma":[0.01726395,0.0007218943,0.004675101,0.007597768,0.0005464609,0.001489874,0.001260419,0.0009543311,0.0002946199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235333,"about_ca_system_score_gemma":0.009303778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00889542,"about_ca_topic_score_gemma":0.02830023,"domain_scores_codex":[0.997605,0.0007089783,0.0008738957,0.0002148684,0.0004834093,0.00011387],"domain_scores_gemma":[0.9884221,0.009042063,0.001513434,0.0001174394,0.0007658717,0.0001391086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008901542,0.00002018325,0.0006591858,0.9548642,0.002906791,0.000098545,0.0002980334,0.00005528986,0.0001065621,0.0001672132,0.001517959,0.0392171],"study_design_scores_gemma":[0.0000945153,0.0001752318,0.005687467,0.936202,0.03085708,0.0005363604,0.0005932027,0.0000488684,0.000124534,0.0002304248,0.02541882,0.00003148589],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008689906,0.998354,0.00006203319,0.0001570577,0.00007499412,0.0001113825,0.0001622128,0.000003768685,0.000205654],"genre_scores_gemma":[0.00534837,0.9938946,0.000179716,0.0002014415,0.00003921195,0.00016013,0.00009188831,0.000001593672,0.00008290768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00889542,"threshold_uncertainty_score":0.01768732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632309350335194,"score_gpt":0.4435872415429493,"score_spread":0.3803563065094299,"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."}}