{"id":"W4307942372","doi":"10.3390/ijerph192114030","title":"Mental Health and Well-Being among Children of Public Safety Personnel in Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Occupational safety and health; Environmental health; Suicide prevention; Public health; Well-being; Human factors and ergonomics; Injury prevention; Psychology; Poison control; Medicine; Medical emergency; Psychiatry; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005817289,0.0003439142,0.0004751278,0.001768768,0.004745265,0.001414064,0.001158204,0.0004006961,0.003179008],"category_scores_gemma":[0.001802255,0.0003708952,0.0007313497,0.003698769,0.0008847408,0.000506445,0.00135152,0.001337647,0.0002816203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03915939,"about_ca_system_score_gemma":0.04797117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964083,"about_ca_topic_score_gemma":0.9987147,"domain_scores_codex":[0.9990214,0.00003959604,0.00004889846,0.0001095021,0.0003459709,0.0004345754],"domain_scores_gemma":[0.9980041,0.00005923193,0.0002948636,0.00003226151,0.0009392155,0.0006703966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002187277,0.00004155716,0.9886357,0.0000543503,0.00002876638,0.0001445175,0.003116394,0.00003285919,0.00008750326,0.0001010544,0.002528116,0.005207413],"study_design_scores_gemma":[0.000003738453,0.00001631979,0.9922794,0.0000770433,0.00001237235,0.00007751246,0.006160941,0.00005071509,0.00002454892,0.00001853206,0.001268804,0.00001007104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857051,0.001088876,0.00006179129,0.001071738,0.00003841201,0.00008135786,0.007719832,0.00001126386,0.004221539],"genre_scores_gemma":[0.994138,0.001298288,0.0002096467,0.0004154778,0.00001359303,0.00005321459,0.002543162,0.000006390378,0.001322196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03915939,"threshold_uncertainty_score":0.2841226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589070842162658,"score_gpt":0.4088481284333896,"score_spread":0.3499410442171238,"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."}}