{"id":"W2116189124","doi":"10.9778/cmajo.20140040","title":"Chronic obstructive pulmonary disease in primary care: an epidemiologic cohort study from the Canadian Primary Care Sentinel Surveillance Network","year":2015,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; Queen's University","funders":"College of Family Physicians of Canada; Public Health Agency; Public Health Agency of Canada; AstraZeneca","keywords":"Medicine; COPD; Comorbidity; Cohort; Population; Cohort study; Primary care; Family medicine; Emergency medicine; Internal medicine; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001550812,0.0005189461,0.001075491,0.0001320901,0.0004617553,0.0001697823,0.001543533,0.0001891822,0.0001655409],"category_scores_gemma":[0.0003913564,0.0004049891,0.0001524894,0.000747273,0.0004568874,0.0004617959,0.001204533,0.0009318492,0.00009157994],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01196196,"about_ca_system_score_gemma":0.01121702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4538575,"about_ca_topic_score_gemma":0.4623137,"domain_scores_codex":[0.9940621,0.001644585,0.0006621054,0.001454127,0.0008970678,0.001280011],"domain_scores_gemma":[0.9949045,0.0003973392,0.0001913188,0.002022887,0.0005530432,0.001930958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007865599,0.0002524449,0.9854653,0.0002032737,0.0001332361,0.001877406,0.001093518,0.0007604634,0.000004193569,0.00002268743,0.0009932591,0.008407696],"study_design_scores_gemma":[0.002463752,0.0001601882,0.9895217,0.0001661328,0.0001346575,0.00001494077,0.003648577,0.0003610893,5.696471e-7,0.0003705453,0.002709172,0.0004486134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450649,0.02235266,0.000002118855,0.0009876555,0.000444203,0.008016065,0.0006190724,0.00006892004,0.02244441],"genre_scores_gemma":[0.990211,0.00007804046,0.0001195841,0.0009781427,0.001440223,0.0008255997,0.005906815,0.00009509786,0.0003455429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04514606,"threshold_uncertainty_score":0.9998402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917410212535117,"score_gpt":0.3164378751107694,"score_spread":0.2772637729854183,"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."}}