{"id":"W2009415292","doi":"10.1038/sj.jp.7211546","title":"Managing type I diabetes in pregnancy: how near normal is necessary?","year":2006,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"University of Toronto; Quest Diagnostics; Kaiser Permanente","keywords":"Medicine; Pregnancy; Obstetrics; Type 2 diabetes; Diabetes in pregnancy; MEDLINE; Diabetes mellitus; Gestational diabetes; Intensive care medicine; Gestation; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001559179,0.00007988217,0.000252033,0.0002568646,0.00003087195,0.00002660822,0.00009917445,0.00004683709,0.0001832131],"category_scores_gemma":[0.00007607572,0.0000672097,0.00006271748,0.0002108535,0.00006868503,0.0001410496,0.00004442595,0.0002322596,0.00001439391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005670202,"about_ca_system_score_gemma":0.0000909437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001877238,"about_ca_topic_score_gemma":0.00001526027,"domain_scores_codex":[0.9990971,0.00004142494,0.0002242818,0.00009394416,0.0002489231,0.0002943468],"domain_scores_gemma":[0.999498,0.00004444173,0.0001110604,0.00008784753,0.000183519,0.00007515016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002525511,0.0004555671,0.9236465,0.0008142818,0.0001769387,0.002328675,0.0002461628,0.0002937894,0.001491221,0.003216757,0.02304453,0.04403307],"study_design_scores_gemma":[0.003487124,0.001478819,0.7876801,0.0005400588,0.00006611104,0.0001852175,0.0003199773,0.003800596,0.002460429,0.005277367,0.1945172,0.0001870478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773591,0.002789523,0.00003061638,0.01645561,0.0001462474,0.0001027712,0.000001138185,0.000005543307,0.003109473],"genre_scores_gemma":[0.9966772,0.0002715337,0.001212615,0.0003288677,0.00006183703,0.000003113925,0.000003865381,0.000009617726,0.001431404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714727,"threshold_uncertainty_score":0.2740732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229601446612245,"score_gpt":0.2757750592527796,"score_spread":0.2634790447866571,"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."}}