{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006262746,0.0001053344,0.0002912415,0.0005533737,0.001275155,0.00001612416,0.0003511649,0.00003387599,0.0009614381],"category_scores_gemma":[0.0001525466,0.0001003759,0.00002867891,0.0002077214,0.0001641401,0.0003658624,0.0003922815,0.001385353,0.00000202189],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004949822,"about_ca_system_score_gemma":0.009852718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3500995,"about_ca_topic_score_gemma":0.2266253,"domain_scores_codex":[0.9947642,0.001413126,0.001088094,0.0001922796,0.001767186,0.000775122],"domain_scores_gemma":[0.9977524,0.0004498246,0.000617894,0.00009507614,0.00008723436,0.000997526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002024913,0.0001941906,0.9694461,0.00005758054,0.00002985858,0.000005412627,0.005333865,0.000005044921,0.00000358865,0.0005176393,0.00174788,0.02245636],"study_design_scores_gemma":[0.001558278,0.0006006091,0.9462606,0.00008530266,3.435196e-7,0.00005597446,0.02782179,0.0002194338,5.801321e-7,0.0001316992,0.02319953,0.00006585139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612963,0.001891353,0.000009097267,0.03523695,0.0003769051,0.0004388359,0.0003107164,0.000001990149,0.0004378025],"genre_scores_gemma":[0.9896875,0.007420144,0.00007474549,0.002370428,0.0001618694,0.0000165978,0.0001393571,0.00001234587,0.000117015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234742,"threshold_uncertainty_score":0.9999518,"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."}}