{"id":"W2142526389","doi":"10.1002/dmrr.2640","title":"Diabetes in pregnancy outcomes: A systematic review and proposed codification of definitions","year":2015,"lang":"en","type":"review","venue":"Diabetes/Metabolism Research and Reviews","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Diabetes mellitus; Pregnancy; Medicine; Diabetes in pregnancy; Obstetrics; Gestational diabetes; Endocrinology; Gestation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006762456,0.0006024563,0.007657387,0.001375556,0.0001071245,0.00007828728,0.0003832846,0.0002467193,0.00004291888],"category_scores_gemma":[0.006373349,0.0003738009,0.0004321272,0.001835237,0.0004912341,0.0001803512,0.0003471612,0.0009642513,0.0001349574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269555,"about_ca_system_score_gemma":0.0004627048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009183215,"about_ca_topic_score_gemma":0.000004291328,"domain_scores_codex":[0.9923043,0.002334217,0.002345396,0.0008004645,0.001217457,0.0009981485],"domain_scores_gemma":[0.9957896,0.0009156408,0.0006955458,0.001053136,0.0008962216,0.000649854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001283651,0.0002899561,0.0002200995,0.9280229,0.0002636609,0.000005171291,0.00003187951,4.616566e-9,0.000003127481,0.00100935,0.0009335219,0.06921909],"study_design_scores_gemma":[0.0006799956,0.0002635299,0.000371884,0.8519724,0.003537342,0.000002503816,0.00002836492,0.000005441895,0.000003138616,0.0006732583,0.1421195,0.0003426298],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000125842,0.9773289,8.312289e-7,0.0002707211,0.00003645309,0.02143805,0.0001775246,0.00001962498,0.0006020581],"genre_scores_gemma":[0.00003271507,0.9943842,0.0002973322,0.0001264653,0.00002384336,0.00347927,0.0006073791,0.00006190657,0.0009868562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.141186,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2506256579639753,"score_gpt":0.4406369910634073,"score_spread":0.190011333099432,"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."}}