{"id":"W3094127291","doi":"10.15326/jcopdf.7.4.2020.0178","title":"Nutrition and Markers of Disease Severity in Patients With Bronchiectasis","year":2020,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Heart, Lung, and Blood Institute; COPD Foundation","keywords":"Bronchiectasis; Medicine; Disease; Cystic fibrosis; Population; Intensive care medicine; Pediatrics; Internal medicine; Environmental health; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006711719,0.000232351,0.00036495,0.0006580085,0.0003238821,0.0005829856,0.0002208707,0.0004803449,0.001052518],"category_scores_gemma":[0.002208343,0.0001751697,0.0002465846,0.0008488889,0.0001643551,0.000388549,0.0003163132,0.0007037991,0.0001748552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024651,"about_ca_system_score_gemma":0.0002406371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562886,"about_ca_topic_score_gemma":0.003962571,"domain_scores_codex":[0.9996926,0.00009997553,0.00005008117,0.00004904127,0.0000637519,0.00004469213],"domain_scores_gemma":[0.9982479,0.0002412724,0.001007946,0.00005340025,0.0001518211,0.0002976944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006032703,0.00002229209,0.9994837,0.000005426746,0.00001723301,0.00001256472,0.00001009902,0.000009422023,0.000060055,0.000002540759,0.00002050642,0.0002957401],"study_design_scores_gemma":[0.000004898441,0.0001316043,0.99954,0.000006348697,0.0000154835,0.0001110802,0.00003361412,0.00005895659,0.00002634018,0.000008376142,0.00006190719,0.000001431167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983869,0.0007548727,0.0000405176,0.0001029527,0.000006235848,0.000009830256,0.0003666962,0.000002696855,0.0003294043],"genre_scores_gemma":[0.9993491,0.0001501039,0.00008291382,0.00003462968,0.000009242884,0.000007014135,0.0002966923,6.631606e-7,0.00006974371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002562886,"threshold_uncertainty_score":0.005095899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007489341166657506,"score_gpt":0.2462053236117913,"score_spread":0.2387159824451338,"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."}}