{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003316759,0.00007169686,0.0002552045,0.00002637039,0.0000299671,0.00002576523,0.00004992856,0.00002506566,0.0004168307],"category_scores_gemma":[0.00006838048,0.0001022938,0.00002112214,0.0001519559,0.0000591672,0.00007355285,0.00001562647,0.00007276142,1.327935e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049311,"about_ca_system_score_gemma":0.009773999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999852,"about_ca_topic_score_gemma":0.999999,"domain_scores_codex":[0.9990626,0.00002331149,0.0002938198,0.0001662868,0.0002520184,0.0002019849],"domain_scores_gemma":[0.9995127,0.00008840383,0.00007184989,0.000124802,0.00005914006,0.0001430573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001074983,0.00001895069,0.9806291,0.0001217238,0.000007928873,0.00002570511,0.000002724979,0.000119633,8.57924e-7,0.00000274798,0.008276,0.01078384],"study_design_scores_gemma":[0.000654866,0.00004407857,0.9974107,0.0002529319,0.000003856235,9.951997e-7,0.0001746754,0.00051731,0.000002360876,0.00002679466,0.0008082014,0.0001032884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969507,0.002163015,6.072272e-7,0.0001943135,0.0001260787,0.0002322293,0.0001699945,0.00000370937,0.0001593656],"genre_scores_gemma":[0.9993343,0.00003175468,0.00001402474,0.0002519861,0.0000438829,0.00002953601,0.0001483027,0.000009403879,0.0001368258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167815,"threshold_uncertainty_score":0.9958397,"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."}}