{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579578,0.0001450543,0.0003970373,0.0001949272,0.0006247636,0.00004483663,0.0002422408,0.00009826752,0.0003584928],"category_scores_gemma":[0.0002097386,0.0001732784,0.0001286329,0.0002677368,0.0009831167,0.0001270886,0.00007575068,0.0006542339,0.00000652093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052482,"about_ca_system_score_gemma":0.003081558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04226674,"about_ca_topic_score_gemma":0.3002748,"domain_scores_codex":[0.9975337,0.000375145,0.000581939,0.0003581161,0.0003197973,0.0008312555],"domain_scores_gemma":[0.9972656,0.0001830641,0.0001601207,0.0003643332,0.0001489234,0.001877914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005472702,0.00004402202,0.9049547,0.0002184121,0.00009434468,0.01480206,0.00003652106,0.00001253885,0.00001753309,0.00005980063,0.001294367,0.07841102],"study_design_scores_gemma":[0.0008601781,0.00006956066,0.9683805,0.0002201327,0.00003449315,0.001505863,0.0002726463,0.0001516773,0.000001924855,0.000647013,0.0277134,0.000142568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650582,0.03253637,0.00000418019,0.0004136678,0.0001622588,0.000554067,0.0001201256,0.000007905256,0.001143227],"genre_scores_gemma":[0.9945748,0.003494174,0.00003362317,0.0003255124,0.0002279327,0.00003345734,0.000005889636,0.00003200769,0.001272617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580081,"threshold_uncertainty_score":0.9641109,"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."}}