{"id":"W2778572517","doi":"10.1177/0260106017748053","title":"Biomarkers of cardiometabolic health and nutritional status in individuals with positive celiac disease serology","year":2017,"lang":"en","type":"article","venue":"Nutrition and Health","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Serology; Medicine; Internal medicine; Autoantibody; Apolipoprotein B; Vitamin D and neurology; Immunology; Cholesterol; Gastroenterology; Endocrinology; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005887266,0.0004138336,0.0004167654,0.0006603672,0.0005136521,0.0006726246,0.0002806668,0.0004181421,0.0008798786],"category_scores_gemma":[0.001449235,0.0002424255,0.0003693047,0.001135656,0.000244429,0.0001733361,0.00032939,0.0004668454,0.00009670002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382206,"about_ca_system_score_gemma":0.00058101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06513391,"about_ca_topic_score_gemma":0.08172138,"domain_scores_codex":[0.9997537,0.00005790031,0.00002007658,0.00006513845,0.00005384714,0.00004941328],"domain_scores_gemma":[0.9992144,0.0001399282,0.0003420191,0.00003696441,0.0001289537,0.0001376977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001082342,0.00001568027,0.9990216,0.000008059707,0.00005237132,0.00002402046,0.00003756993,0.00002078815,0.0001445035,0.000004089122,0.00002973301,0.0005332822],"study_design_scores_gemma":[0.000004750894,0.00005800008,0.9995116,0.000004556281,0.00005997563,0.00007224679,0.00006577367,0.0001093569,0.00003747932,0.000008371392,0.00006613755,0.000001796278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989529,0.0004768947,0.00004906522,0.00003457191,0.000003902998,0.000006708368,0.0002432304,0.000002888264,0.0002297347],"genre_scores_gemma":[0.9994293,0.0001002048,0.0001165666,0.00002160795,0.000003194841,0.000005148259,0.0002143181,6.173043e-7,0.0001090039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06513391,"threshold_uncertainty_score":0.1295096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677180114422574,"score_gpt":0.3758064915199044,"score_spread":0.3390346903756786,"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."}}