{"id":"W4365149063","doi":"10.3389/fpubh.2023.1126066","title":"Cancer in female firefighters: The clinicobiological, psychological, and social perspectives","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of the Fraser Valley; BC Children's Hospital; University of Victoria","funders":"Federal Emergency Management Agency","keywords":"Medicine; Cancer; Breast cancer; Cervical cancer; Firefighting; Family medicine; Gerontology; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007520649,0.000181736,0.0001886731,0.0008152219,0.001585713,0.001064226,0.0002111684,0.0004057391,0.002376027],"category_scores_gemma":[0.001707542,0.0001569204,0.0002487183,0.0004448748,0.0008474402,0.0007943306,0.00100983,0.0005831548,0.0001994699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686514,"about_ca_system_score_gemma":0.0006258654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005088402,"about_ca_topic_score_gemma":0.01115624,"domain_scores_codex":[0.9995925,0.0002178105,0.00001127412,0.00002984361,0.00004307475,0.0001054882],"domain_scores_gemma":[0.9993456,0.0001828102,0.0001950315,0.0000125983,0.00006714344,0.0001968189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243892,0.000188935,0.877561,0.000152308,0.00004066227,0.002805341,0.09256728,0.00004890397,0.001189873,0.0004753473,0.002964451,0.02188147],"study_design_scores_gemma":[0.00001700249,0.0004089557,0.6054587,0.0002420161,0.00002978724,0.005783379,0.374801,0.0001010365,0.0002083362,0.0002880438,0.01263528,0.00002645683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913373,0.002000896,0.00004448276,0.002622325,0.00006587507,0.000007957019,0.00006361722,0.000002612027,0.003854889],"genre_scores_gemma":[0.9973936,0.001408853,0.00003497169,0.0005072781,0.00007497409,0.000007725003,0.00003604439,0.000001162057,0.0005354272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088402,"threshold_uncertainty_score":0.01011753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432554574372765,"score_gpt":0.5272622395326376,"score_spread":0.2840067820953611,"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."}}