{"id":"W2581370583","doi":"10.1080/15325024.2017.1284515","title":"Behavioral Health and Firefighters: An Intervention and Interviews with Canadian Firefighters","year":2017,"lang":"en","type":"article","venue":"Journal of Loss and Trauma","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Veterans Affairs; Psychological intervention; Intervention (counseling); Participatory action research; Psychology; Qualitative research; Perspective (graphical); Applied psychology; Nursing; Medicine; 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":[0.01365557,0.001081622,0.0009526391,0.002158675,0.03603045,0.00249749,0.003460896,0.002630542,0.004437168],"category_scores_gemma":[0.01112729,0.001107619,0.0005890263,0.002466566,0.005744988,0.001359144,0.00414649,0.003696012,0.0003703441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06693977,"about_ca_system_score_gemma":0.1469905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8576842,"about_ca_topic_score_gemma":0.9583674,"domain_scores_codex":[0.9888633,0.005200306,0.0002098206,0.0005243893,0.0008053954,0.004396729],"domain_scores_gemma":[0.9927444,0.002025535,0.0004067847,0.0001968739,0.001396155,0.003230268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005210458,0.005086842,0.01047846,0.0002645288,0.000009824668,0.001170613,0.9460235,0.0002230391,0.001741881,0.001117927,0.002369095,0.03099322],"study_design_scores_gemma":[0.000342106,0.001802499,0.02176867,0.0003569112,0.00002499212,0.0001045338,0.9538396,0.0001954219,0.0004513471,0.0002287308,0.02082219,0.00006308571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840624,0.0002906452,0.0004243685,0.001960413,0.00008745397,0.002867962,0.00008727875,0.00002020976,0.01019933],"genre_scores_gemma":[0.9832313,0.001090772,0.003098495,0.001638129,0.0000580444,0.003457488,0.0001007299,0.00001679734,0.007308224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423158,"threshold_uncertainty_score":0.4856843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208238604948145,"score_gpt":0.4798860026466066,"score_spread":0.3590621421517921,"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."}}