{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008953921,0.0001086192,0.0007751857,0.0001182651,0.0000586654,0.000005703724,0.00006881554,0.0001681167,0.0000900187],"category_scores_gemma":[0.05355663,0.00008888207,0.00006400097,0.000157438,0.0001963127,0.00006047095,0.0001135512,0.0003768687,0.00006618808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914974,"about_ca_system_score_gemma":0.00004782152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007669672,"about_ca_topic_score_gemma":0.00006507587,"domain_scores_codex":[0.9964308,0.001479301,0.0009213383,0.0005060991,0.0002626706,0.0003998227],"domain_scores_gemma":[0.9905468,0.008464761,0.0002683431,0.0001874485,0.0003142104,0.0002184227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005964666,0.0003214114,0.9916729,0.00001731842,0.0002753102,0.000003427437,0.00004028154,0.000001056161,0.000002076224,0.0001305824,0.002153372,0.005322658],"study_design_scores_gemma":[0.001638972,0.001225318,0.9895617,0.00003828957,0.00009930554,1.400554e-7,0.00006786027,0.0004548646,0.000002506496,0.006324133,0.0005141669,0.00007278859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956807,0.0001591562,0.0001550755,0.002364269,0.0001597077,0.0008758661,0.00001482178,0.00002331181,0.0005670349],"genre_scores_gemma":[0.9969297,0.0002796475,0.0007560122,0.001105337,0.000451966,0.0001105001,0.000110795,0.000008991985,0.0002470544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04460271,"threshold_uncertainty_score":0.9544157,"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."}}