{"id":"W2583916241","doi":"10.2147/copd.s124750","title":"Ectopic fat accumulation in patients with COPD: an ECLIPSE substudy","year":2017,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Canadian Institutes of Health Research; Université Laval; American Thoracic Society","keywords":"Medicine; COPD; Exacerbation; Adipose tissue; Internal medicine; Cohort","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":[0.0002226653,0.0001246578,0.0002432106,0.0002985156,0.00007925779,0.0001194071,0.0005039467,0.00005208314,0.0004833273],"category_scores_gemma":[0.0002554314,0.00009872131,0.00007683135,0.00005384849,0.0001035495,0.0007756655,0.0000820776,0.0003048813,0.00002309286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049937,"about_ca_system_score_gemma":0.0002358399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007772938,"about_ca_topic_score_gemma":0.00009907244,"domain_scores_codex":[0.9980009,0.0000577304,0.0003919303,0.0001702737,0.001198349,0.0001808118],"domain_scores_gemma":[0.9978678,0.00005041114,0.000427587,0.0003112968,0.001155922,0.0001870351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002091083,0.0007187055,0.9833543,0.00001716883,0.0001499059,0.0003582937,0.000171531,0.00008628962,0.00006324712,0.000160759,0.0002425291,0.01258624],"study_design_scores_gemma":[0.008097081,0.0003631396,0.9894705,0.000206059,0.00003478385,0.00004402161,0.00007848835,0.0004021122,0.0001047174,0.0003915656,0.0007161595,0.00009132131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966663,0.00006532001,0.00004744399,0.0008746836,0.0006449672,0.0002610332,0.00001585873,0.000005752571,0.001418659],"genre_scores_gemma":[0.9984474,0.00001620329,0.0002026371,0.0001010595,0.0009213936,0.000003525472,0.00003146545,0.00001809681,0.0002582856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249491,"threshold_uncertainty_score":0.5292096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739590864607254,"score_gpt":0.3725198277353115,"score_spread":0.3351239190892389,"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."}}