{"id":"W4387432435","doi":"10.1016/j.diabres.2023.110946","title":"Preconception SGLT2 or DPP4 inhibitor use and adverse pregnancy outcomes","year":2023,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Miscarriage; Diabetes mellitus; Population; Cohort study; Cohort; Sulfonylurea; Internal medicine; Endocrinology; Environmental health","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":[0.0006296683,0.0001814787,0.0002776897,0.0006399869,0.000280998,0.0008181429,0.0003596055,0.0006283044,0.004345911],"category_scores_gemma":[0.007131686,0.00027797,0.0005978098,0.0009124585,0.0002157292,0.0003888766,0.0004124972,0.001474249,0.0002311615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377846,"about_ca_system_score_gemma":0.0008217636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609496,"about_ca_topic_score_gemma":0.01412635,"domain_scores_codex":[0.999563,0.0001149179,0.000045991,0.00007702205,0.0000739081,0.0001251597],"domain_scores_gemma":[0.9962753,0.001547104,0.001410404,0.0001813834,0.0001262107,0.000459469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123921,0.0001550318,0.980665,0.0001071402,0.0002701151,0.0002534752,0.0001514937,0.0001178768,0.0001887829,0.0002773502,0.0006242036,0.01595039],"study_design_scores_gemma":[0.00003839314,0.000294979,0.9966767,0.0001695692,0.0001962491,0.0005884361,0.0002497,0.0002897977,0.0001640034,0.0002556682,0.001064232,0.00001233377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819682,0.008701187,0.0001920434,0.001278468,0.0001470224,0.00001409339,0.001962552,0.00001725189,0.00571915],"genre_scores_gemma":[0.9951565,0.002463915,0.0001696378,0.0002467806,0.00007152001,0.00001490604,0.0006115281,0.000005392353,0.001259808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609496,"threshold_uncertainty_score":0.03200257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448499011458258,"score_gpt":0.503161853708032,"score_spread":0.2583119525622062,"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."}}