{"id":"W4411292343","doi":"10.2337/db25-1935-lb","title":"1935-LB: The Risk of Postpartum Depressive Symptoms in Immigrant Women with Recent Gestational Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Gestational diabetes; Medicine; Diabetes mellitus; Obstetrics; Postpartum depression; Depressive symptoms; Immigration; Pregnancy; Gestation; Endocrinology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003897352,0.0002026563,0.0001728009,0.000371335,0.000596772,0.0004670846,0.0003093489,0.0003744944,0.002387932],"category_scores_gemma":[0.001639511,0.0001361878,0.0004406176,0.0007508486,0.0001993106,0.0001519154,0.0003510634,0.0005436901,0.0001717367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274729,"about_ca_system_score_gemma":0.0007992846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1009321,"about_ca_topic_score_gemma":0.1033579,"domain_scores_codex":[0.9998364,0.00004196247,0.00001738794,0.00002470434,0.00003156523,0.00004786509],"domain_scores_gemma":[0.9994825,0.00005918225,0.000203907,0.00001792918,0.00007285285,0.0001636515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005401764,0.000009989448,0.9985607,0.000005485231,0.00002281043,0.000061946,0.00003969254,0.000009880226,0.0000385005,0.000008171949,0.0001318869,0.001056968],"study_design_scores_gemma":[0.000005169679,0.0000275048,0.9992956,0.00001682862,0.00001888444,0.0001423994,0.0002062319,0.0001022419,0.00001009055,0.000008657245,0.0001642441,0.000002028198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980538,0.0005224357,0.00003471336,0.0002235633,0.0000312885,0.000006401443,0.0003279405,0.000002448635,0.0007975384],"genre_scores_gemma":[0.9991494,0.000274582,0.00005929012,0.00006826484,0.00001805374,0.000004774176,0.0001920681,0.000001077235,0.0002324118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009321,"threshold_uncertainty_score":0.2006891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005459977196218148,"score_gpt":0.2430185915182788,"score_spread":0.2375586143220607,"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."}}