{"id":"W2155416296","doi":"10.1183/09031936.00070914","title":"Nutritional assessment and therapy in COPD: a European Respiratory Society statement","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital; Toronto Western Hospital","funders":"","keywords":"Medicine; COPD; Reimbursement; Intensive care medicine; Psychological intervention; Intervention (counseling); Medical nutrition therapy; Physical therapy; Task force; Internal medicine; Health care; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.005259374,0.0003404958,0.0003941394,0.0002928581,0.0003637487,0.0001823498,0.0002903346,0.00004911394,0.0005798201],"category_scores_gemma":[0.00008944744,0.0002999846,0.0002353937,0.0002706699,0.0003357222,0.0002616811,0.0002135704,0.001262545,0.0001226239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000627449,"about_ca_system_score_gemma":0.0005571207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002190054,"about_ca_topic_score_gemma":0.000001724534,"domain_scores_codex":[0.9940528,0.002798342,0.0008791098,0.0005801701,0.001049052,0.000640557],"domain_scores_gemma":[0.9981148,0.0001225728,0.0002741912,0.0004695265,0.0002964453,0.0007225186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001200258,0.0023391,0.4775878,0.000491877,0.0004994649,0.005407137,0.001106291,0.0000768434,0.03594175,0.0008708715,0.07687298,0.3976056],"study_design_scores_gemma":[0.006604364,0.0006200153,0.6457949,0.000208363,0.00001677902,0.0001352813,0.0002592956,0.0001002398,0.00007660146,0.00007039032,0.3458971,0.0002165867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489806,0.005733272,0.0002907342,0.0009240439,0.0001945354,0.0005900558,0.00002606443,0.00006663862,0.04319404],"genre_scores_gemma":[0.9867312,0.0007660553,0.001287488,0.008912939,0.001698005,0.00001513616,0.00001447925,0.0001780633,0.000396679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.397389,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630427949515117,"score_gpt":0.3413261550908384,"score_spread":0.2950218755956872,"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."}}