{"id":"W2103782282","doi":"10.1513/pats.200810-118qc","title":"Chairman's Summary","year":2008,"lang":"en","type":"article","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; British Columbia Lung Association; COPD Foundation; University of Pittsburgh; Alpha-1 Foundation","keywords":"Medicine; COPD; Intensive care medicine; Disease; Pathogenesis; Clinical trial; Airway; Airway obstruction; Pathology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002358335,0.0001967154,0.0004435225,0.00004596268,0.0002394964,0.000008878195,0.0004059993,0.00004814851,0.00004973134],"category_scores_gemma":[0.0001244118,0.0001425768,0.0005629215,0.0009886887,0.001900027,0.0001418458,0.0003354281,0.0004037566,0.00001748334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561288,"about_ca_system_score_gemma":0.0002353607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009247406,"about_ca_topic_score_gemma":2.688454e-7,"domain_scores_codex":[0.998179,0.0000112464,0.0002550722,0.0003583508,0.0007647457,0.0004315401],"domain_scores_gemma":[0.9987593,0.00004940449,0.0003228674,0.0002534124,0.0004108271,0.0002041535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006181088,0.0005224634,0.8344356,0.001174075,0.0004152051,0.00001260339,0.002331262,0.000001499726,0.05768658,0.0002380838,0.06851935,0.03404521],"study_design_scores_gemma":[0.0005272345,0.0001724609,0.9690778,0.000182977,0.0001464807,0.000255615,0.004066808,0.0006375176,0.01902705,0.0002456658,0.005418134,0.0002422258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864408,0.000454623,0.000006478534,0.00231967,0.00005586959,0.0004697555,0.00001442081,0.00009477828,0.01014365],"genre_scores_gemma":[0.9918814,0.0005861289,0.002564365,0.0007576889,0.0002382115,0.00003903514,0.000003328488,0.00004580347,0.00388406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346423,"threshold_uncertainty_score":0.7000728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902096441832974,"score_gpt":0.3257758674825119,"score_spread":0.2967549030641822,"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."}}