{"id":"W173208085","doi":"10.1155/2014/181074","title":"Obesity and Chronic Obstructive Pulmonary Disease: Is Fatter Really Better?","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Pulmonary disease; Obesity; Internal medicine; Disease; Chronic disease; Intensive care medicine; MEDLINE; Physical therapy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004503923,0.0003400175,0.0004077716,0.0005829415,0.0006061241,0.0001426473,0.0002829659,0.0001636334,0.001638343],"category_scores_gemma":[0.0001605368,0.0003279437,0.000191575,0.0002608208,0.0004614156,0.0003150968,0.00008349281,0.0010226,0.0001363725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240971,"about_ca_system_score_gemma":0.003992628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408329,"about_ca_topic_score_gemma":0.003002041,"domain_scores_codex":[0.997103,0.0002510185,0.0004117872,0.000585228,0.0006434094,0.001005563],"domain_scores_gemma":[0.9942997,0.00006632919,0.000134951,0.000602152,0.0003319332,0.00456494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021184,0.00007968957,0.8255395,0.0004513341,0.0001739079,0.005243503,0.0001315326,0.000004952334,0.001321085,0.0003821649,0.01632748,0.150133],"study_design_scores_gemma":[0.0008351904,0.00009826433,0.8124008,0.0001509713,0.0001030619,0.0006764655,0.00005718269,0.000269017,0.00008671653,0.001184051,0.1838586,0.0002797604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790521,0.005778521,0.00006651208,0.007568843,0.0003062494,0.0004598399,0.0001503812,0.00003429962,0.006583202],"genre_scores_gemma":[0.9850127,0.00007404986,0.00009323827,0.01179718,0.002005564,0.0000202282,0.00001708855,0.0000764918,0.0009034413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675311,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543466766916936,"score_gpt":0.2626740827218333,"score_spread":0.247239415052664,"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."}}