{"id":"W4210927709","doi":"10.33448/rsd-v11i2.26278","title":"Antidepressant use during pregnancy and gestational diabetes: a systematic review","year":2022,"lang":"en","type":"review","venue":"Research Society and Development","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; Antidepressant; Observational study; Pregnancy; Systematic review; Population; Insulin resistance; Cohort study; Diabetes mellitus; Obstetrics; Psychiatry; MEDLINE; Internal medicine; Endocrinology; Gestation; Environmental health; Anxiety","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":[0.002900699,0.001090174,0.005045833,0.006683864,0.0005095667,0.001660429,0.001175034,0.001450882,0.004016955],"category_scores_gemma":[0.01432356,0.0007640283,0.005005563,0.008755327,0.0004749324,0.0013201,0.001113754,0.0007993745,0.0002654577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438938,"about_ca_system_score_gemma":0.008410313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039855,"about_ca_topic_score_gemma":0.02828334,"domain_scores_codex":[0.9974893,0.0006679925,0.001017598,0.0002201604,0.0004999129,0.0001049771],"domain_scores_gemma":[0.9911376,0.006225999,0.001716084,0.0001122263,0.0006806157,0.0001275787],"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":[0.0001177022,0.00001253505,0.0006778149,0.9566919,0.004043726,0.0001375273,0.0001346036,0.00006683498,0.0001052628,0.0001400527,0.001542967,0.0363291],"study_design_scores_gemma":[0.0001843697,0.0001906275,0.005869519,0.9056239,0.06064878,0.0008133368,0.0002653521,0.00008487076,0.0001406331,0.0002396612,0.02590255,0.00003653652],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005811506,0.9987442,0.00005217917,0.0001277511,0.00006445953,0.0001133004,0.0001644193,0.000003979139,0.0001484739],"genre_scores_gemma":[0.005774022,0.9934376,0.000197317,0.0002153851,0.00003737411,0.0001627137,0.0001019676,0.000001743126,0.00007192227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01039855,"threshold_uncertainty_score":0.02067602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703977960518104,"score_gpt":0.4079117566376592,"score_spread":0.2375139605858487,"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."}}