{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001022226,0.0009827578,0.004033504,0.001618129,0.0001000487,0.0000155379,0.0005324392,0.0007940945,0.004457962],"category_scores_gemma":[0.0005226584,0.0007145667,0.0006407981,0.001687679,0.0008220864,0.0001341215,0.000197192,0.002415605,0.0005656786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085417,"about_ca_system_score_gemma":0.002776411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882791,"about_ca_topic_score_gemma":0.00004407813,"domain_scores_codex":[0.9942442,0.0005972313,0.001353746,0.001381471,0.001429606,0.0009937627],"domain_scores_gemma":[0.9967114,0.0003095335,0.0003859864,0.001450181,0.0002961651,0.0008466717],"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":[0.00008800187,0.0003053971,0.0001190158,0.02489179,0.0002350948,0.001745124,0.0003571617,2.105787e-7,0.000001898766,0.0005991687,0.01677434,0.9548828],"study_design_scores_gemma":[0.002480953,0.0002932611,0.001497269,0.02687807,0.0009189365,0.0002446067,0.001414805,0.000003814673,2.332987e-7,0.00001488152,0.9657472,0.0005060004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005017854,0.9776813,0.000002075993,0.001192533,0.0004929315,0.002660821,0.000059118,0.000132706,0.01772831],"genre_scores_gemma":[0.0000289349,0.9827511,0.00004405532,0.0005512532,0.0127879,0.0003044892,0.0001411077,0.000213087,0.003178039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543768,"threshold_uncertainty_score":0.9998859,"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."}}