{"id":"W2538199865","doi":"10.1161/circulationaha.116.022993","title":"Glycerophosphocholine Metabolites and Cardiovascular Disease Risk Factors in Adolescents","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Montréal; Baycrest Hospital; University of Ottawa; Montreal Neurological Institute and Hospital; University of Toronto; Université du Québec à Chicoutimi","funders":"","keywords":"Medicine; Dyslipidemia; Internal medicine; Lipidomics; Disease; Population; Metabolic syndrome; Endocrinology; Blood pressure; Diabetes mellitus; Insulin resistance; Gastroenterology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482972,0.0001124741,0.0001513484,0.00005726739,0.0000465429,0.00001078746,0.00004958184,0.00005038074,0.000005487625],"category_scores_gemma":[0.0002091738,0.00007995214,0.00010036,0.00008070662,0.00004138875,0.000005692204,0.00005373788,0.00003207819,0.000002300948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109613,"about_ca_system_score_gemma":0.00001309488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005871814,"about_ca_topic_score_gemma":0.00001040422,"domain_scores_codex":[0.9992384,0.00005166354,0.0001330251,0.0003233114,0.0001043063,0.0001493026],"domain_scores_gemma":[0.9995669,0.000005340455,0.00004229571,0.0002778346,0.00003366016,0.00007403737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003387028,0.00002114444,0.9088793,0.000008619969,0.00009641992,8.204715e-7,0.00001117447,0.00007430328,0.08716467,0.00008798451,0.000007501492,0.003614164],"study_design_scores_gemma":[0.000680019,0.00001021974,0.9845983,0.00001610941,0.00006563499,4.762969e-7,0.00001227565,0.00003643789,0.01192537,0.0003132937,0.002218197,0.0001236998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853802,0.0121933,0.002110943,0.00002591346,0.00009571442,0.0001286833,0.00002703929,0.000007045673,0.00003119549],"genre_scores_gemma":[0.9961237,0.003661311,0.00005824176,0.00001534488,0.00008555537,0.000009144731,0.00001782226,0.00001216007,0.00001675291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07571895,"threshold_uncertainty_score":0.3260354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009507120083283735,"score_gpt":0.2173473060734892,"score_spread":0.2078401859902055,"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."}}