{"id":"W2915435017","doi":"10.1002/ajim.22961","title":"Occupational heat stress management: Does one size fit all?","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Government of Ontario","keywords":"Heat stress; Medicine; Productivity; Occupational safety and health; Environmental health; Temperate climate; Hazard; Occupational medicine; Occupational stress; Occupational exposure; Ecology; Pathology; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034841,0.0007383117,0.002139957,0.0009481595,0.002947386,0.006388221,0.002996233,0.008509272,0.008572941],"category_scores_gemma":[0.02738895,0.0003712415,0.001303979,0.0006715773,0.003779568,0.008816425,0.004186959,0.01059067,0.002356807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125625,"about_ca_system_score_gemma":0.01136618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886315,"about_ca_topic_score_gemma":0.01297773,"domain_scores_codex":[0.9943759,0.002521879,0.0005239025,0.0005628995,0.001553114,0.0004622921],"domain_scores_gemma":[0.9814323,0.009706029,0.001634362,0.000588571,0.003329655,0.003309077],"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":[0.0002791977,0.0009399985,0.01265448,0.004597267,0.0003500568,0.0008623009,0.002379011,0.0004930549,0.0004525283,0.01744712,0.1921295,0.7674154],"study_design_scores_gemma":[0.0004438978,0.002575991,0.02512715,0.0487838,0.0009991488,0.004371874,0.04259833,0.003070906,0.000757488,0.1777876,0.6930394,0.0004445443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003784187,0.1119708,0.004154585,0.8650274,0.007815377,0.00008317996,0.00006326284,0.0001214994,0.006979804],"genre_scores_gemma":[0.1710789,0.3837917,0.03221775,0.3605363,0.04295738,0.00073314,0.0002392324,0.0002448563,0.008200825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01034841,"threshold_uncertainty_score":0.05472827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08742432866191928,"score_gpt":0.3374142548024401,"score_spread":0.2499899261405208,"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."}}