{"id":"W4238009371","doi":"10.1155/2007/926421","title":"Canadian Thoracic Society Recommendations for Management of Chronic Obstructive Pulmonary Disease – 2007 Update","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Université Laval; University of Saskatchewan; Université de Montréal; University of Alberta; University of Toronto; Dalhousie University; TD Bank Group; University of Ottawa; McGill University; Queen's University","funders":"Canadian Lung Association; Association des pharmaciens du Canada; Public Health Agency; Public Health Agency of Canada; Canadian Thoracic Society","keywords":"Medicine; COPD; Intensive care medicine; Epidemiology; MEDLINE; Disease; Pharmacotherapy; Clinical trial; Pulmonary disease; Scientific evidence; Health care; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001183553,0.0003005089,0.0003529405,0.0008430109,0.0007390022,0.00005680228,0.0003682753,0.0001569907,0.00189428],"category_scores_gemma":[0.00005591785,0.0003203762,0.0004467497,0.0005754094,0.0002586179,0.0002641167,0.00004454086,0.0006461795,0.0000480105],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01033159,"about_ca_system_score_gemma":0.0117951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02604245,"about_ca_topic_score_gemma":0.2073977,"domain_scores_codex":[0.9968755,0.00008061505,0.0006635782,0.0004566987,0.0004975535,0.001426097],"domain_scores_gemma":[0.9928691,0.00006638889,0.0002156054,0.0005402539,0.0006548991,0.005653738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001189865,0.000378504,0.118856,0.002942517,0.001796925,0.01069951,0.0002851326,0.0001096453,0.0003552659,0.006553438,0.1338757,0.7229576],"study_design_scores_gemma":[0.001074748,0.00009185095,0.3857531,0.0003593061,0.0003150541,0.0001998602,0.001227785,0.0002944196,0.0001053839,0.001077776,0.6091533,0.000347467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973982,0.06299479,0.008067936,0.04095267,0.006708673,0.01214427,0.009638573,0.0001944277,0.06190044],"genre_scores_gemma":[0.9855782,0.0005332555,0.003903838,0.004335598,0.002024675,0.0001134946,0.0003535319,0.0001745601,0.002982798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7226101,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143495827460881,"score_gpt":0.3307791387066573,"score_spread":0.2993441804320485,"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."}}