{"id":"W2071058969","doi":"10.1371/journal.pone.0075354","title":"Diabetes and Perinatal Mortality in Twin Pregnancies","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Centers for Disease Control and Prevention; National Natural Science Foundation of China","keywords":"Medicine; Obstetrics; Hazard ratio; Pregnancy; Diabetes mellitus; Birth weight; Gestational diabetes; Proportional hazards model; Twin Pregnancy; Retrospective cohort study; Infant mortality; Fetus; Confidence interval; Gestation; Population; Internal medicine; Endocrinology; 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":[0.001537238,0.0001817205,0.0003027436,0.0007361104,0.0002750619,0.0005678899,0.0002642278,0.0001755346,0.0009161767],"category_scores_gemma":[0.007237641,0.0001975714,0.0006259454,0.0009837623,0.0002201382,0.0002357956,0.0007286602,0.0006621684,0.00007373752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997931,"about_ca_system_score_gemma":0.0003389609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005549683,"about_ca_topic_score_gemma":0.004170343,"domain_scores_codex":[0.9991056,0.0003428278,0.00009885905,0.0001794217,0.0001838854,0.00008935534],"domain_scores_gemma":[0.9974529,0.0005920161,0.001238385,0.0002406583,0.0001819542,0.0002940494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539467,0.000007351553,0.9961962,0.00002667478,0.0001497127,0.0001343875,0.00006874582,0.0001545934,0.0001628771,0.0001062806,0.00006708803,0.002772099],"study_design_scores_gemma":[0.000007478083,0.00005898483,0.9971807,0.00003601876,0.000143401,0.001054088,0.00008855262,0.000628579,0.0001574371,0.0002764639,0.0003623594,0.000005885702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944137,0.00316914,0.0007237897,0.0001306975,0.00003003254,0.00001324656,0.000566559,0.000004931432,0.0009479516],"genre_scores_gemma":[0.9985795,0.0008982749,0.0001942962,0.00001541613,0.00001069243,0.000006561318,0.0002143269,0.000002068648,0.00007881503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005549683,"threshold_uncertainty_score":0.01103473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448783626167247,"score_gpt":0.2638950652168535,"score_spread":0.2190167026001288,"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."}}