{"id":"W1610191519","doi":"10.24095/hpcdp.33.2.05","title":"Population-based surveillance of asthma among workers in British Columbia, Canada","year":2013,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; University of British Columbia","funders":"Ministry of Health, British Columbia; Networks of Centres of Excellence of Canada; Michael Smith Health Research BC; WorkSafeBC","keywords":"Asthma; Population; Geography; Medicine; Environmental health; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004806194,0.0003449658,0.0003644043,0.002914342,0.001443663,0.0008723899,0.001187465,0.0002946302,0.001713964],"category_scores_gemma":[0.001454109,0.0002940328,0.0002660539,0.006597314,0.0002423426,0.0001840315,0.000519122,0.0003951406,0.0003766833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01859296,"about_ca_system_score_gemma":0.02724774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966391,"about_ca_topic_score_gemma":0.9979258,"domain_scores_codex":[0.9992279,0.00005556058,0.00007329249,0.0001006369,0.0003854551,0.00015716],"domain_scores_gemma":[0.9980995,0.00006354247,0.0002182229,0.00004603373,0.001276018,0.0002968053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007144165,0.00004631614,0.969929,0.0002297143,0.0001063788,0.0001431656,0.0004152948,0.0004012919,0.0005646099,0.00008080906,0.01170161,0.01631038],"study_design_scores_gemma":[0.000009556249,0.00001158966,0.9965633,0.0000660497,0.00002525345,0.00004260689,0.000234184,0.0002679351,0.00009517963,0.00001238199,0.002666195,0.000005893524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731849,0.003927002,0.000764136,0.001043065,0.00005124179,0.0003881215,0.1102786,0.0001860633,0.01017688],"genre_scores_gemma":[0.9648383,0.00231859,0.001342374,0.0003489256,0.00001566905,0.0001714255,0.02718645,0.00001342304,0.003764851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859296,"threshold_uncertainty_score":0.134902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002460677707444889,"score_gpt":0.1936680841581309,"score_spread":0.191207406450686,"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."}}