{"id":"W7008756616","doi":"","title":"Defining Modern Pulmonary Rehabilitation An Official American Thoracic Society Workshop Report: Executive Summary","year":2021,"lang":"en","type":"article","venue":"Lirias","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AstraZeneca; National Health and Medical Research Council; Medical Research Council; National Heart, Lung, and Blood Institute; Anschutz Medical Campus, University of Colorado; Genentech; Monash University; Regeneron Pharmaceuticals; Mylan; National Institutes of Health; University of Leicester; National Institute for Health and Care Research; University of Minnesota; Brown University; Astellas Pharma; COPD Foundation; GlaxoSmithKline; University of California, San Diego; U.S. Department of Veterans Affairs; Yale University; University of Toronto; Università Degli Studi di Modena e Reggio Emila; KU Leuven; Patient-Centered Outcomes Research Institute","keywords":"Executive summary; Rehabilitation; Pulmonary rehabilitation; Cardiothoracic surgery; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005424614,0.0002883396,0.0005324439,0.0001094836,0.0002311412,0.00005606361,0.0001528717,0.0001513221,0.000184321],"category_scores_gemma":[0.001084714,0.000301973,0.0003900705,0.0009126131,0.00052879,0.0003253473,0.0002219658,0.0006168025,0.0000407545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005987402,"about_ca_system_score_gemma":0.001286381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163484,"about_ca_topic_score_gemma":0.00006800213,"domain_scores_codex":[0.9966574,0.0003400136,0.0005279208,0.000994429,0.0008655027,0.0006147355],"domain_scores_gemma":[0.9972738,0.0005546393,0.0002088356,0.0009734633,0.0005455609,0.0004437219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003432516,0.003503446,0.1454802,0.00119179,0.0006809664,0.01742421,0.009656594,0.0005192789,0.01121461,0.001876758,0.01536699,0.7896526],"study_design_scores_gemma":[0.002117031,0.0007221735,0.8501344,0.001014156,0.0006308152,0.002976725,0.05024913,0.05592533,0.001771332,0.006408896,0.02669666,0.001353363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684683,0.003440045,0.001714847,0.005620474,0.0003988963,0.0008005985,0.00009929697,0.0002991009,0.01915843],"genre_scores_gemma":[0.9745283,0.0001168857,0.01611088,0.0005659004,0.0007517494,0.0001022436,0.001346226,0.0001092638,0.006368629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7882993,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554094252623119,"score_gpt":0.3503025997444827,"score_spread":0.3247616572182515,"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."}}