{"id":"W2107788088","doi":"10.1016/j.rmed.2005.09.014","title":"Future perspectives in COPD","year":2005,"lang":"en","type":"review","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"BODE index; COPD; Medicine; Intensive care medicine; Pulmonary rehabilitation; Pulmonary disease; Systemic inflammation; Physical therapy; Pharmacotherapy; Disease; Inflammation; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00251608,0.001175851,0.003323387,0.003192787,0.0006392901,0.002495751,0.00135006,0.002842966,0.009793147],"category_scores_gemma":[0.00217461,0.0004298544,0.001147222,0.003862734,0.0009927219,0.003792913,0.001554361,0.003515522,0.003432981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198925,"about_ca_system_score_gemma":0.002949066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678103,"about_ca_topic_score_gemma":0.009200772,"domain_scores_codex":[0.9993048,0.000214834,0.00009296625,0.00008670145,0.0002268345,0.00007397693],"domain_scores_gemma":[0.9989391,0.000535062,0.0001206667,0.00003101742,0.0002744444,0.00009966684],"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":[0.0001416098,0.000127105,0.0003181687,0.02700689,0.000155092,0.0004166988,0.0001329125,0.0003025271,0.0006926556,0.007540848,0.084941,0.8782244],"study_design_scores_gemma":[0.000053216,0.00009073246,0.0008460991,0.01078295,0.0001788078,0.0007507934,0.0001713785,0.00007278205,0.00006777813,0.004048306,0.9829193,0.00001771785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002796014,0.9977161,0.00005572983,0.0009047086,0.0006454981,0.000002905849,0.000006291012,0.000003571673,0.0006372916],"genre_scores_gemma":[0.0002753949,0.9972606,0.0001876677,0.0009464983,0.0007013127,0.000006197622,0.00001409216,8.221621e-7,0.0006073571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009793147,"threshold_uncertainty_score":0.03276128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07987681781392406,"score_gpt":0.4074715777959465,"score_spread":0.3275947599820225,"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."}}