{"id":"W2089043891","doi":"10.1016/j.ajog.2009.10.285","title":"270: Amniotic fluid insulin in the management of pregnancies complicated by diabetes","year":2009,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Amniotic fluid; Insulin; Obstetrics; Diabetes mellitus; Diabetes in pregnancy; Pregnancy; Endocrinology; Gestational diabetes; Fetus; Gestation","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":[0.0004197269,0.0003190959,0.0004466652,0.0004528847,0.0002789121,0.0005207942,0.0003133158,0.00059919,0.001550185],"category_scores_gemma":[0.00187304,0.00009608482,0.0002323301,0.0003490872,0.0002355092,0.0002821524,0.000293898,0.001579319,0.0002871381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260016,"about_ca_system_score_gemma":0.0004889878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006394358,"about_ca_topic_score_gemma":0.0007731992,"domain_scores_codex":[0.9998324,0.00007153401,0.00002257819,0.00001197414,0.0000437511,0.00001778555],"domain_scores_gemma":[0.9997154,0.000110264,0.00006940851,0.000006719305,0.00002111739,0.00007718307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01770324,0.0008288865,0.06471354,0.001579704,0.0003876541,0.02645216,0.0003101634,0.001686411,0.01009869,0.002390479,0.01861031,0.8552387],"study_design_scores_gemma":[0.009199302,0.02248958,0.477574,0.008400004,0.001955452,0.1880495,0.003054827,0.01072281,0.02474026,0.009222255,0.2443212,0.0002709547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4725521,0.4191264,0.003825794,0.03827166,0.006868283,0.0001393293,0.0002177279,0.0001582278,0.05884052],"genre_scores_gemma":[0.9292974,0.05760239,0.00232115,0.002699458,0.00480046,0.00006384178,0.00009797678,0.0000181186,0.003099214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001550185,"threshold_uncertainty_score":0.005185902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053450805070424,"score_gpt":0.2658114682343097,"score_spread":0.2552769601836055,"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."}}