{"id":"W3016827654","doi":"10.1021/acs.jproteome.0c00031","title":"Dried Blood Spot-Based Metabolomic Profiling in Adults with Cystic Fibrosis","year":2020,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cystic fibrosis; Metabolomics; Cystic fibrosis transmembrane conductance regulator; Newborn screening; Medicine; Metabolome; Internal medicine; Gastroenterology; Endocrinology; Biology; Bioinformatics","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":[0.0001737332,0.0002306857,0.0003377364,0.0004916872,0.0002125813,0.0002816965,0.00008400397,0.0003060058,0.0004246623],"category_scores_gemma":[0.000371531,0.00009057332,0.0001738081,0.0004968193,0.0001164118,0.000119978,0.0002303507,0.0001890062,0.0001055636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042388,"about_ca_system_score_gemma":0.0000868452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382596,"about_ca_topic_score_gemma":0.00193126,"domain_scores_codex":[0.9998498,0.0000269908,0.00001775546,0.00005163047,0.00003630472,0.00001749146],"domain_scores_gemma":[0.9998944,0.00001742504,0.00003721932,0.000005189354,0.00002548025,0.00002035349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002170057,0.0001628426,0.8584885,0.0001658176,0.0001837456,0.00155716,0.0007322142,0.0002443121,0.1058483,0.00007582855,0.0006439854,0.02972709],"study_design_scores_gemma":[0.00001349252,0.0006671237,0.9906071,0.00002015465,0.00007224744,0.001352008,0.0003731391,0.0005609933,0.005377676,0.00004899494,0.0008967855,0.00001023255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997425,0.001277969,0.0003371073,0.00005096038,0.000009759016,0.00001900749,0.0005987072,0.00001087147,0.0002707282],"genre_scores_gemma":[0.9979413,0.000515669,0.0006251114,0.0001364423,0.00001187281,0.00001677444,0.00051304,0.000002685629,0.0002370631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001382596,"threshold_uncertainty_score":0.002749085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219811614378541,"score_gpt":0.3541968206702271,"score_spread":0.3119987045264416,"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."}}