{"id":"W3205049497","doi":"10.1007/s00420-021-01772-1","title":"A review of workplace mental health interventions and their implementation in public safety organizations","year":2021,"lang":"en","type":"review","venue":"International Archives of Occupational and Environmental Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Psychological intervention; Mental health; Public health; Occupational safety and health; Focus group; Medicine; Inclusion (mineral); Psychology; Public relations; Nursing; Medical education; Political science; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004420632,0.0002430233,0.001005497,0.0004243882,0.0001024516,0.00001356272,0.0002429383,0.00004937274,0.001560916],"category_scores_gemma":[0.00004474125,0.0002189996,0.000198991,0.0002511655,0.0002288374,0.00008943672,0.0002838743,0.0002246516,0.000003457508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022221,"about_ca_system_score_gemma":0.0003977692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004562903,"about_ca_topic_score_gemma":0.0002805733,"domain_scores_codex":[0.9969365,0.0006180296,0.00152562,0.0003935132,0.0002800826,0.0002462474],"domain_scores_gemma":[0.9983813,0.0003950183,0.0008753519,0.0001927426,0.00001745677,0.0001382013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001995732,0.0005407641,0.002556612,0.02526086,0.0002582,4.325193e-7,0.001407242,2.430454e-7,2.137113e-7,0.004487951,0.0005546669,0.9649128],"study_design_scores_gemma":[0.001924202,0.0004754716,0.06325503,0.2129371,0.00006594179,0.0002137332,0.006018477,0.00005880349,7.160236e-7,0.0005413911,0.7139989,0.000510221],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006766135,0.9908869,0.000546573,0.001603643,0.0001208204,0.001072898,0.00523571,0.00000569839,0.0004601427],"genre_scores_gemma":[0.001898316,0.9852483,0.0003847146,0.000207357,0.00002241046,0.0001159794,0.01198433,0.00002444119,0.000114151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9644026,"threshold_uncertainty_score":0.9993518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115358129126386,"score_gpt":0.4845292987682246,"score_spread":0.3691711696418387,"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."}}