{"id":"W2523956323","doi":"10.4187/respcare.05501464a","title":"Recent Advances in the Pathophysiology of COPD","year":2005,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pathophysiology; COPD; Intensive care medicine; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001657302,0.0001104419,0.0002338199,0.000104968,0.00003808581,0.00000361341,0.000176968,0.00006896823,0.000292355],"category_scores_gemma":[0.0001200321,0.00007741761,0.00007826483,0.0002911046,0.0001786097,0.00008533445,0.00005176048,0.0002399707,0.00004264233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871914,"about_ca_system_score_gemma":0.0003279612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004046813,"about_ca_topic_score_gemma":0.0000495326,"domain_scores_codex":[0.9987145,0.0002002687,0.0002374762,0.0002387101,0.0003520551,0.0002570041],"domain_scores_gemma":[0.9991354,0.00008718696,0.00005934638,0.000437984,0.0002016919,0.00007837574],"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":[0.0003398905,0.0001962067,0.02810118,0.000548732,0.00001365303,0.0001376597,0.001217879,0.00008860583,0.01340805,0.0003408658,0.001065222,0.954542],"study_design_scores_gemma":[0.001270686,0.0002287176,0.211799,0.00008667127,0.00001953373,0.000005625504,0.00353241,0.00001128519,0.003425325,0.0001084816,0.7794134,0.00009882064],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188609,0.1703888,0.000001505554,0.0006218755,0.00006430712,0.0004949284,0.0000367463,0.00001613228,0.009514831],"genre_scores_gemma":[0.9943584,0.003335794,0.00004921831,0.001808336,0.0003099464,0.00005904382,0.00001921484,0.00001693017,0.00004307707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9544432,"threshold_uncertainty_score":0.3201082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000549120414146,"score_gpt":0.3247413083551631,"score_spread":0.3047358171510216,"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."}}