{"id":"W4311391345","doi":"10.1177/21650799221134422","title":"Health, Safety, and Wellness Concerns Among Law Enforcement Officers: An Inductive Approach","year":2022,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Occupational safety and health; Law enforcement; Enforcement; Work (physics); Schedule; Promotion (chess); Psychology; Environmental health; Health promotion; Occupational stress; Public relations; Applied psychology; Medicine; Public health; Nursing; Political science; Social psychology; Law; Engineering; Management","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":[0.02068106,0.0009632366,0.0007515659,0.008086215,0.009954974,0.00565938,0.00297361,0.002020835,0.003405293],"category_scores_gemma":[0.0316664,0.0008457606,0.0007939023,0.004764832,0.009589754,0.003365507,0.009071594,0.002543217,0.0004177765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01318862,"about_ca_system_score_gemma":0.01715102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01788825,"about_ca_topic_score_gemma":0.03146712,"domain_scores_codex":[0.9865332,0.008746548,0.000691732,0.000869078,0.001964011,0.001195512],"domain_scores_gemma":[0.962785,0.02711924,0.002420387,0.001265591,0.005700368,0.000709561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004871506,0.0003398896,0.01566798,0.0008235439,0.0000159878,0.0009389353,0.9488177,0.0001731463,0.0009755159,0.008007699,0.001278555,0.02291231],"study_design_scores_gemma":[0.0000230595,0.00009473175,0.0118282,0.001070207,0.00002660142,0.0002594696,0.9608675,0.0006164571,0.0009815644,0.006024891,0.0181692,0.00003800233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911688,0.0007658202,0.03908388,0.005425208,0.0001273234,0.013382,0.001060996,0.00006207258,0.02840475],"genre_scores_gemma":[0.8589048,0.002013138,0.1012535,0.002823419,0.00008683804,0.02434266,0.001050454,0.00005869052,0.009466467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068106,"threshold_uncertainty_score":0.1093733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06689830667138473,"score_gpt":0.4289991633828399,"score_spread":0.3621008567114552,"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."}}