{"id":"W102008937","doi":"10.1155/2008/120374","title":"The Sex Factor: Epidemiology and Management of Chronic Obstructive Pulmonary Disease in British Columbia","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; Ministry of Health, British Columbia","keywords":"Medicine; COPD; Chronic bronchitis; Epidemiology; Referral; Diagnosis code; Pulmonary disease; Mortality rate; Obstructive lung disease; Internal medicine; Demography; Family medicine; Population; Environmental health","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":[0.0003786056,0.0001888859,0.0002447228,0.001530719,0.001045394,0.0008288263,0.0007839418,0.0003906364,0.002351115],"category_scores_gemma":[0.002443921,0.0001411981,0.0002498059,0.002871549,0.0003159338,0.00023236,0.0005323193,0.0004984871,0.0002567371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006930902,"about_ca_system_score_gemma":0.009781663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9086964,"about_ca_topic_score_gemma":0.9271877,"domain_scores_codex":[0.9992204,0.0001252913,0.00007726841,0.00008419735,0.0003238934,0.0001689175],"domain_scores_gemma":[0.9987965,0.0000725545,0.0002836517,0.00003057151,0.0005215059,0.0002952311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002048246,0.00002004704,0.9802486,0.00009886397,0.00003996279,0.0002044565,0.0001429352,0.0000769466,0.0001119588,0.0000839797,0.004672353,0.01427954],"study_design_scores_gemma":[0.000002571084,0.000007400138,0.9976375,0.0000987718,0.00001020463,0.0002017381,0.0002215625,0.00009613546,0.00001383102,0.00003013979,0.001676045,0.000004055394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221617,0.04000036,0.0003595715,0.006571914,0.0002769002,0.0001364627,0.00934297,0.00007121462,0.02107886],"genre_scores_gemma":[0.990535,0.004992273,0.0002375984,0.0004985839,0.00003634222,0.00004180395,0.001522452,0.000008850635,0.002127107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09130359,"threshold_uncertainty_score":0.1836826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220268855960763,"score_gpt":0.2859375509377622,"score_spread":0.2537348623781546,"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."}}