{"id":"W1996587403","doi":"10.1097/jom.0b013e3182636e49","title":"Prevalence of Chronic Bronchitis in Farm and Nonfarm Rural Residents in Saskatchewan","year":2012,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"Canadian Institutes of Health Research; American Thoracic Society","keywords":"Nonfarm payrolls; Chronic bronchitis; Environmental health; Medicine; Bronchitis; Asthma; Obesity; Demography; Gerontology; Agriculture; Geography; Immunology; Internal medicine","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":[0.0002882259,0.0002160359,0.0001786741,0.0007045385,0.000688886,0.0004558749,0.0003972533,0.0002816555,0.001756561],"category_scores_gemma":[0.000643597,0.0002543595,0.0001752526,0.0008737002,0.0004232756,0.0002392359,0.0005126558,0.0002402174,0.0002260903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543856,"about_ca_system_score_gemma":0.002918735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7869938,"about_ca_topic_score_gemma":0.8921348,"domain_scores_codex":[0.9996976,0.00005214184,0.00002886293,0.00005328212,0.00008417702,0.00008404322],"domain_scores_gemma":[0.9994264,0.00005614743,0.0001480997,0.00002025093,0.0001554093,0.0001937658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002393955,0.00001733845,0.9980506,0.00001227893,0.00001971266,0.0000852934,0.0001790704,0.00002630264,0.0004135015,0.000007880811,0.0001333552,0.001030762],"study_design_scores_gemma":[0.000003127879,0.00001611401,0.9993179,0.000006537489,0.000004243862,0.00007179051,0.0004217867,0.00003960927,0.00002737726,0.000003600061,0.00008607421,0.000001687725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988871,0.00009545035,0.00002645071,0.00004549981,0.000002007306,0.000009747018,0.0005865135,0.000002116649,0.0003450931],"genre_scores_gemma":[0.9991131,0.0001284333,0.00004640222,0.00004061011,0.000001950775,0.000008438859,0.0003520801,9.680751e-7,0.0003079757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2130062,"threshold_uncertainty_score":0.4285212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115499293784959,"score_gpt":0.2746259909739061,"score_spread":0.2630760615954101,"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."}}