{"id":"W2978526181","doi":"10.2337/db18-1420-p","title":"Gestational Diabetes Mellitus (GDM) Predicts Future Risk of Serious Liver Disease","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; Liver transplantation; Liver disease; Cirrhosis; Pregnancy; Obstetrics; Diabetes mellitus; Population; Chronic liver disease; Disease; Internal medicine; Transplantation; Gestation; Endocrinology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004942807,0.0002282149,0.0002470319,0.000565204,0.0004342323,0.000552831,0.0003704394,0.0004623157,0.001315001],"category_scores_gemma":[0.002613688,0.0002791311,0.0004637312,0.0008634432,0.0002741793,0.0002549435,0.0004547616,0.0007539018,0.0001649604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185878,"about_ca_system_score_gemma":0.001555311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1700553,"about_ca_topic_score_gemma":0.2527995,"domain_scores_codex":[0.9997388,0.00004859482,0.00002540616,0.00005690594,0.00006129748,0.00006904623],"domain_scores_gemma":[0.9986298,0.0001961695,0.0005142238,0.00009515514,0.0001629493,0.0004016091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003874792,0.00000447527,0.9990566,0.000004308638,0.00001743247,0.00003683408,0.00001756953,0.00003580307,0.00003761702,0.00001534678,0.00009764384,0.0006375214],"study_design_scores_gemma":[0.000005429045,0.00002003989,0.9990113,0.0000147544,0.00002890678,0.0001736782,0.00005423558,0.000402275,0.00002540335,0.00004471712,0.0002160193,0.000003242175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960407,0.001092359,0.0001158362,0.000404096,0.00002090368,0.000007463275,0.001051343,0.00000755643,0.001259639],"genre_scores_gemma":[0.998317,0.0006058139,0.0001663791,0.00003493197,0.00002254739,0.000003615572,0.0005628733,0.000002074584,0.0002847753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700553,"threshold_uncertainty_score":0.338131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00839642785818783,"score_gpt":0.2483950877166264,"score_spread":0.2399986598584386,"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."}}