{"id":"W2903526766","doi":"10.2147/clep.s184319","title":"Association between gestational diabetes mellitus and depression in parents: a retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Diabetes Canada","keywords":"Medicine; Gestational diabetes; Obstetrics; Depression (economics); Edinburgh Postnatal Depression Scale; Pregnancy; Cohort; Proportional hazards model; Hazard ratio; Cohort study; Incidence (geometry); Diabetes mellitus; Gestational age; Postpartum depression; Gestation; Pediatrics; Internal medicine; Confidence interval; Endocrinology; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007259097,0.0002369732,0.0003600125,0.0005947474,0.0004958745,0.0004874422,0.0003880419,0.0003704779,0.0008259054],"category_scores_gemma":[0.002381224,0.0005065731,0.0004446581,0.001324956,0.0002079469,0.0003509168,0.0003608843,0.0005194779,0.0001352809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903944,"about_ca_system_score_gemma":0.0005169307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0412192,"about_ca_topic_score_gemma":0.04142483,"domain_scores_codex":[0.9994352,0.0001635863,0.00006003898,0.000147288,0.0001241049,0.00006972005],"domain_scores_gemma":[0.9985408,0.0002074183,0.0007198295,0.0001879982,0.0001731536,0.0001708221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002686667,0.000007757884,0.9995376,0.000002710308,0.00003313449,0.00005219956,0.00003747129,0.000005349197,0.0000336226,0.000003060335,0.00002786808,0.0002324318],"study_design_scores_gemma":[0.0000076902,0.00005855199,0.9991273,0.000008868348,0.00004121113,0.0003849977,0.0001419358,0.00007687644,0.00002119185,0.0000066811,0.0001219262,0.000002719882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988825,0.0003587988,0.0001070031,0.00003191231,0.000006177482,0.00001293512,0.0004586958,0.000002448724,0.0001395786],"genre_scores_gemma":[0.9990439,0.0003041855,0.0001339585,0.00003639414,0.000005430056,0.00001265322,0.0003809476,0.000001305459,0.00008123005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0412192,"threshold_uncertainty_score":0.08195859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09609273114725701,"score_gpt":0.4570073447252452,"score_spread":0.3609146135779882,"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."}}