{"id":"W3151434025","doi":"10.1002/1348-9585.12219","title":"Health outcomes of psychosocial stress within firefighters: A systematic review of the research landscape","year":2021,"lang":"en","type":"review","venue":"Journal of Occupational Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Waterloo","funders":"","keywords":"Psychosocial; Stressor; CINAHL; Mental health; Psychological intervention; Burnout; Psychology; Medicine; Clinical psychology; Social support; Gerontology; Psychiatry; Psychotherapist","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009867232,0.001206303,0.005272994,0.01438954,0.000815863,0.002568515,0.00145182,0.001654415,0.00241956],"category_scores_gemma":[0.04233222,0.0008319676,0.00471158,0.01675674,0.00106693,0.002078407,0.001561192,0.0009929758,0.0001598737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327802,"about_ca_system_score_gemma":0.01500178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143654,"about_ca_topic_score_gemma":0.03346371,"domain_scores_codex":[0.9925645,0.002162627,0.003235443,0.0005549405,0.001264726,0.0002177564],"domain_scores_gemma":[0.9530082,0.03601409,0.007138804,0.0004616472,0.00300253,0.0003747535],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001207951,0.00001928735,0.001834534,0.9550189,0.003460091,0.0001160175,0.0005433831,0.00007773211,0.000111931,0.0001973195,0.0009367471,0.03756316],"study_design_scores_gemma":[0.00008720138,0.000147284,0.009323582,0.9584702,0.02168937,0.0003630049,0.0007661507,0.00005252479,0.0001058209,0.0001946415,0.008774969,0.00002511024],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001979817,0.9969615,0.00008235602,0.0002265459,0.00006808334,0.000176501,0.0003035112,0.000003342976,0.0001982787],"genre_scores_gemma":[0.01876444,0.9798453,0.0004039095,0.0002735216,0.0000517435,0.000404671,0.0001974911,0.000002586509,0.00005629644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901327,"threshold_uncertainty_score":0.05218357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3817300800417993,"score_gpt":0.6330890348395053,"score_spread":0.251358954797706,"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."}}