{"id":"W2209473605","doi":"10.1155/2008/173904","title":"Practice Patterns in the Management of Chronic Obstructive Pulmonary Disease in Primary Practice: The Cage Study","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Queen Elizabeth II Health Sciences Centre; Boehringer Ingelheim (Canada); Dalhousie University; McGill University Health Centre; McGill University; York Central Hospital; University of Toronto; Pfizer (Canada); McMaster University; St. Joseph's Hospital; St. Joseph’s Healthcare Hamilton","funders":"Pfizer Canada; Medical Research Council; Canadian Thoracic Society; Pfizer","keywords":"Medicine; Pulmonary disease; Cage; Clinical Practice; Chronic disease; Primary care; Intensive care medicine; Physical therapy; Internal medicine; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002163841,0.0002717096,0.0003438483,0.0006106324,0.0004145539,0.00005158857,0.0006822918,0.00007214757,0.0001933001],"category_scores_gemma":[0.0003916513,0.0001881444,0.000139269,0.0008865085,0.0003349689,0.0006066751,0.0001110347,0.001633832,0.00001868544],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004403266,"about_ca_system_score_gemma":0.005816768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009029634,"about_ca_topic_score_gemma":0.01027564,"domain_scores_codex":[0.9953584,0.001451149,0.0007033845,0.0004212191,0.001293132,0.0007726901],"domain_scores_gemma":[0.9972309,0.0004390768,0.0003190266,0.0008779064,0.0003248281,0.0008082351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230967,0.001925369,0.7828538,0.0004422116,0.0003428789,0.1899182,0.003267487,0.0002059635,0.00002390071,0.0002058082,0.0005684636,0.01901488],"study_design_scores_gemma":[0.001910246,0.0002164291,0.9524471,0.0002118024,0.0002222879,0.001919611,0.02088416,0.00005215702,0.000001993266,0.00004578425,0.02191983,0.0001686066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760227,0.007612873,0.000005997807,0.004321319,0.0001854777,0.0022751,0.0000561803,0.000007226311,0.009513076],"genre_scores_gemma":[0.9963792,0.0004319058,0.00003412323,0.002488114,0.0003369215,0.0001345395,0.000007933723,0.00004148384,0.000145805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1879986,"threshold_uncertainty_score":0.9998193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794193815704505,"score_gpt":0.3108452003722486,"score_spread":0.2829032622152036,"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."}}