{"id":"W2470188644","doi":"10.1038/srep27291","title":"Plasma Levels of Alanine Aminotransferase in the First Trimester Identify High Risk Chinese Women for Gestational Diabetes","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Eli Lilly and Company","keywords":"Gestational diabetes; Medicine; Overweight; Odds ratio; Confidence interval; Obstetrics; Alanine aminotransferase; Obesity; Body mass index; Pregnancy; Diabetes mellitus; Internal medicine; Gestation; Endocrinology; Biology","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":[0.0006861247,0.0004269595,0.000410083,0.0007690008,0.0003937623,0.0003874942,0.0003158402,0.0005027144,0.0009359613],"category_scores_gemma":[0.002170486,0.0004126999,0.0004773554,0.00115041,0.0002721704,0.000273717,0.0003337828,0.0004779315,0.0001401133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197339,"about_ca_system_score_gemma":0.000703266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01882895,"about_ca_topic_score_gemma":0.01746721,"domain_scores_codex":[0.9997857,0.00005911907,0.00002601375,0.00004124627,0.00003495082,0.00005302858],"domain_scores_gemma":[0.9994311,0.0001532496,0.0001795166,0.00005913982,0.00004861101,0.0001283273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499241,0.00001071978,0.9979236,0.000007406575,0.00002536615,0.0001380685,0.00005124906,0.00002869194,0.0003840741,0.00001190665,0.00003480762,0.001234129],"study_design_scores_gemma":[0.00001146294,0.00005642446,0.9989948,0.00000576072,0.0000455015,0.0002288303,0.0001060993,0.0003186929,0.0001163344,0.00003154765,0.00008105311,0.000003436329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991647,0.0003172889,0.00008137727,0.00005372122,0.000006560869,0.000008476351,0.0000857933,0.000003433591,0.0002785602],"genre_scores_gemma":[0.999494,0.0001489331,0.0001355808,0.00002344451,0.000007767695,0.000005293295,0.00008616577,0.000001156108,0.0000976903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882895,"threshold_uncertainty_score":0.03743875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741111557165958,"score_gpt":0.2896678826145761,"score_spread":0.2722567670429165,"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."}}