{"id":"W2792501391","doi":"10.1002/ijgo.12484","title":"Early diabetes screening in pregnancy","year":2018,"lang":"en","type":"review","venue":"International Journal of Gynecology & Obstetrics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Concordance; Pregnancy; Diabetes in pregnancy; Diabetes mellitus; Early pregnancy factor; Screening test; Randomized controlled trial; Obstetrics; Gestational diabetes; Intensive care medicine; Gestation; Pediatrics; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598426,0.0007699875,0.001483963,0.003821342,0.0002991334,0.001150795,0.0007394975,0.00108633,0.003836186],"category_scores_gemma":[0.006458901,0.0003150883,0.00148408,0.003040927,0.0003266512,0.001146583,0.0006422664,0.001034763,0.0004454092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009737646,"about_ca_system_score_gemma":0.003019488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275898,"about_ca_topic_score_gemma":0.005433523,"domain_scores_codex":[0.9989821,0.0003833801,0.0002477198,0.0001040727,0.0002259356,0.00005679675],"domain_scores_gemma":[0.9967528,0.002621335,0.0002749244,0.00003958861,0.0002616604,0.00004962617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001516571,0.00005248833,0.0006116137,0.1904495,0.0004818495,0.0002083916,0.0001681569,0.0002298722,0.0002314141,0.001594551,0.01064233,0.7951781],"study_design_scores_gemma":[0.0001022285,0.0003396546,0.006840555,0.4625831,0.004494346,0.004663303,0.0003970673,0.0001901822,0.0005286598,0.002777394,0.5170313,0.0000521137],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009542558,0.9993433,0.0000364493,0.0001428295,0.00006389236,0.000007439541,0.00001562553,0.000001527481,0.0002935001],"genre_scores_gemma":[0.001081939,0.9985411,0.0001132058,0.0001417807,0.00004279491,0.000008648918,0.00001512058,5.06198e-7,0.0000548543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003836186,"threshold_uncertainty_score":0.0128333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05806562009933235,"score_gpt":0.3761788787715661,"score_spread":0.3181132586722338,"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."}}