{"id":"W2109023860","doi":"10.1210/jc.2013-2465","title":"Diabetes and Pregnancy: An Endocrine Society Clinical Practice Guideline","year":2013,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":569,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Guideline; Medicine; Grading (engineering); Pregnancy; Gestational diabetes; Diabetes in pregnancy; Clinical Practice; Diabetes mellitus; Evidence-based practice; Gynecology; Family medicine; Obstetrics; Intensive care medicine; Alternative medicine; Gestation; Pathology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004334914,0.0002179414,0.001087428,0.00009347813,0.0001185042,0.00004051408,0.0004127764,0.0001199152,0.0003413505],"category_scores_gemma":[0.01022692,0.0001255606,0.000473502,0.0001558764,0.0008094441,0.0005809758,0.0002695865,0.001513652,0.0000697001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001215875,"about_ca_system_score_gemma":0.0002447783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003060035,"about_ca_topic_score_gemma":0.000001951956,"domain_scores_codex":[0.9942376,0.001465009,0.002708023,0.0002779256,0.0006689916,0.0006424426],"domain_scores_gemma":[0.992143,0.004079578,0.001028546,0.0005145601,0.001604902,0.0006293785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000655447,0.002651701,0.04380537,0.0001187378,0.00320308,0.0001803614,0.0002677936,0.00002154333,0.0008936919,0.005388496,0.1229075,0.8199063],"study_design_scores_gemma":[0.006212493,0.002137173,0.4719996,0.00009530502,0.001273449,0.0002716879,0.0006047532,0.0006793312,0.0001397519,0.004134401,0.5122991,0.0001529761],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973855,0.01795216,0.0005645471,0.08053762,0.0009482034,0.0008143383,0.000005374561,0.000036507,0.001755778],"genre_scores_gemma":[0.7427477,0.09161791,0.1074053,0.05175243,0.004340167,0.00004818973,0.00002450737,0.00007709082,0.001986693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8197533,"threshold_uncertainty_score":0.9981104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0622478624241995,"score_gpt":0.4457810211655956,"score_spread":0.3835331587413962,"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."}}