{"id":"W4401325914","doi":"10.1016/j.shaw.2024.07.002","title":"Asthma Among Manitoba Workers: Results from the Manitoba Occupational Disease Surveillance System","year":2024,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto; University of Manitoba; Research Manitoba; University of Calgary; Learning Partnership; Manitoba Health; BC Centre for Disease Control; Public Health Ontario; University of British Columbia","funders":"Workers Compensation Board of Manitoba","keywords":"Asthma; Medicine; Cohort; Hazard ratio; Occupational asthma; Environmental health; Demography; Occupational safety and health; Proportional hazards model; Cohort study; Public health; Surgery; Confidence interval; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006146292,0.0004368898,0.0002765109,0.002160751,0.0009079575,0.000688386,0.0009299474,0.0002884598,0.00118805],"category_scores_gemma":[0.001390156,0.0002654107,0.0003805854,0.004304633,0.0002436713,0.0001725058,0.0007387791,0.0004002919,0.000271294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009184928,"about_ca_system_score_gemma":0.01244679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762135,"about_ca_topic_score_gemma":0.9845483,"domain_scores_codex":[0.9993923,0.00005376098,0.00004182407,0.00008825342,0.0002869603,0.0001368551],"domain_scores_gemma":[0.9984861,0.00006381333,0.0003092453,0.00004966091,0.0008052806,0.0002860182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002818983,0.00001297141,0.9967141,0.00004637945,0.00004536131,0.00003280582,0.0001590716,0.00005332146,0.0001687162,0.00001173871,0.00115888,0.001568502],"study_design_scores_gemma":[0.000004579464,0.000008139707,0.9989026,0.00002818243,0.00002239104,0.00002423738,0.000187686,0.00006978765,0.00002879232,0.000004258296,0.0007169245,0.000002498927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933846,0.00340034,0.0003296719,0.0005769039,0.00003386503,0.000237965,0.05712589,0.00005343094,0.004395885],"genre_scores_gemma":[0.977021,0.002410934,0.0005575946,0.0003369676,0.00002140588,0.0001268877,0.01756787,0.00001060028,0.001946685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378654,"threshold_uncertainty_score":0.06664163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662499730054559,"score_gpt":0.2877213146496457,"score_spread":0.2610963173491001,"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."}}