{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1115095,0.003973496,0.01284414,0.04228775,0.001919481,0.009944805,0.007705354,0.004071777,0.003178382],"category_scores_gemma":[0.2286981,0.002371475,0.01678272,0.03403295,0.004484538,0.01432967,0.00927592,0.005776545,0.0005870076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044411,"about_ca_system_score_gemma":0.03757103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848273,"about_ca_topic_score_gemma":0.01045787,"domain_scores_codex":[0.867282,0.05184136,0.05948041,0.006749272,0.01308023,0.001566708],"domain_scores_gemma":[0.8419508,0.106365,0.02724924,0.006241922,0.01698917,0.001203948],"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":[0.0002673784,0.00004935699,0.002869922,0.7995129,0.008694671,0.0001981408,0.002041767,0.00104555,0.000273208,0.02769288,0.01004926,0.147305],"study_design_scores_gemma":[0.0005194879,0.0001954066,0.003781437,0.8653529,0.03545139,0.0006000767,0.001279092,0.001386157,0.000358632,0.0206936,0.07019932,0.0001825497],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001607947,0.9585565,0.01443093,0.01196381,0.002208941,0.007324975,0.001930042,0.00008266582,0.001894148],"genre_scores_gemma":[0.035561,0.816684,0.1050356,0.007700803,0.0008565411,0.03046915,0.002917396,0.0000615449,0.000714027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1115095,"threshold_uncertainty_score":0.5897255,"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."}}