{"id":"W3216427723","doi":"10.1371/journal.pmed.1003856","title":"Adverse pregnancy outcomes in women with diabetes-related microvascular disease and risks of disease progression in pregnancy: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Pregnancy; Obstetrics; Odds ratio; Preeclampsia; Population; Meta-analysis; Cohort study; Diabetes mellitus; Gestational diabetes; Prospective cohort study; Internal medicine; Gestation; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01297491,0.002654036,0.01877503,0.006388357,0.0006219753,0.002917391,0.002021937,0.002040671,0.002585066],"category_scores_gemma":[0.03264719,0.001624392,0.04144431,0.006672268,0.0006363607,0.001469804,0.001546554,0.001747387,0.0002109502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002731077,"about_ca_system_score_gemma":0.003548937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008693186,"about_ca_topic_score_gemma":0.01768276,"domain_scores_codex":[0.991752,0.003897865,0.002365816,0.0007994834,0.0009122402,0.0002726201],"domain_scores_gemma":[0.9815298,0.01349616,0.002904312,0.0005700311,0.001295559,0.0002041195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00144461,0.00002128572,0.004563425,0.3627496,0.6192701,0.0001379925,0.00007711695,0.0006387346,0.0001376793,0.000118107,0.0005224121,0.01031883],"study_design_scores_gemma":[0.000349851,0.0001240693,0.003210931,0.02408079,0.9706499,0.0001043025,0.00002955009,0.0001872454,0.00006938985,0.0001444735,0.001029672,0.00001983793],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003396738,0.9951403,0.0004134027,0.0001297573,0.00009050067,0.0002425879,0.0003956403,0.00001970217,0.0001713417],"genre_scores_gemma":[0.1331983,0.8616654,0.002175447,0.0006336547,0.0001968241,0.001151056,0.0006844333,0.00002302098,0.0002719343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01877503,"threshold_uncertainty_score":0.06861871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07866325059737286,"score_gpt":0.3738771769632062,"score_spread":0.2952139263658333,"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."}}