{"id":"W3215470412","doi":"10.1183/13993003.01733-2021","title":"Urinary metabotype of severe asthma evidences decreased carnitine metabolism independent of oral corticosteroid treatment in the U-BIOPRED study","year":2021,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stiftelsen för Strategisk Forskning; Innovative Medicines Initiative; Vetenskapsrådet; Hjärt-Lungfonden; Canadian Institutes of Health Research; Stockholms Läns Landsting; Stiftelsen för Strategisk Forskning; Konsul Th C Berghs Stiftelse; Vårdalstiftelsen","keywords":"Medicine; Asthma; Internal medicine; Corticosteroid; Univariate analysis; Urinary system; Gastroenterology; Multivariate analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008714242,0.0003602777,0.000477865,0.0004560485,0.0004512332,0.0006287277,0.000305683,0.0004952675,0.0006927242],"category_scores_gemma":[0.001016661,0.000217904,0.0004895964,0.0006183293,0.0002882918,0.000183945,0.0005837879,0.0003484009,0.0001585998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159843,"about_ca_system_score_gemma":0.0001917874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987029,"about_ca_topic_score_gemma":0.002945451,"domain_scores_codex":[0.9994813,0.0001457123,0.0000562251,0.0001692753,0.00008087647,0.00006664751],"domain_scores_gemma":[0.9989318,0.0001111584,0.0005235008,0.0001345026,0.000104755,0.0001941863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287875,0.00005351028,0.9879298,0.00003228214,0.0002167973,0.0004003088,0.0001010467,0.00006441124,0.007539326,0.00002624472,0.0001607439,0.002187708],"study_design_scores_gemma":[0.00001078825,0.0001730528,0.9984125,0.000004200667,0.00005448339,0.0005936743,0.00005528078,0.0001102724,0.0003803318,0.00001499634,0.0001867529,0.000003682112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989862,0.0002429174,0.0001584097,0.00002149456,0.00000355248,0.000008003348,0.0004399867,0.000006168915,0.0001333066],"genre_scores_gemma":[0.99903,0.00004481158,0.0002105825,0.00002882116,0.000005908106,0.000005604859,0.0005628726,0.00000276891,0.0001084656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987029,"threshold_uncertainty_score":0.004608572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349906135971795,"score_gpt":0.286612166908241,"score_spread":0.2531131055485231,"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."}}