{"id":"W4401173828","doi":"10.5271/sjweh.4179","title":"Heat-related illness among workers in British Columbia, Canada: Extreme hot weather in 2021 compared to 2001–2020","year":2024,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; WorkSafeBC","keywords":"Extreme heat; Heat wave; Hot weather; Occupational safety and health; Heat illness; Environmental health; Environmental science; Climatology; Medicine; Meteorology; Demography; Geography; Climate change; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001337813,0.000221734,0.0006358518,0.0001251905,0.0001674326,0.000148,0.0003207982,0.0001099932,0.01071109],"category_scores_gemma":[0.00002423937,0.0002974671,0.00008679141,0.0009562439,0.0001260303,0.0002648435,0.0001192806,0.0007261305,0.0001137827],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006017205,"about_ca_system_score_gemma":0.0003265684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7665504,"about_ca_topic_score_gemma":0.9676105,"domain_scores_codex":[0.9962252,0.0002417435,0.001182351,0.0004621808,0.0007404055,0.001148159],"domain_scores_gemma":[0.9983455,0.00008284746,0.0001685333,0.0002415158,0.000004264398,0.001157318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004790099,0.0001347803,0.8936397,0.00004455949,0.00001116467,0.001052179,0.001566883,0.003112624,0.00001878632,1.105118e-7,0.07183198,0.0285393],"study_design_scores_gemma":[0.0007670819,0.0001983196,0.9856758,0.003133983,0.000009125344,0.0001064329,0.001729892,0.0001328431,0.000001632187,0.00003421372,0.007917593,0.0002931392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877845,0.004045839,0.00001688341,0.006435351,0.0007532525,0.0006276005,0.00003099626,0.000009073417,0.0002964967],"genre_scores_gemma":[0.9946642,0.003026676,0.0001953934,0.0008403349,0.0001195517,0.00001914417,0.00001290727,0.00004814821,0.001073639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010601,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216472424983974,"score_gpt":0.2467582281009581,"score_spread":0.2245935038511184,"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."}}