{"id":"W3037571901","doi":"10.1016/j.jcjd.2020.06.014","title":"Association Between Gestational Diabetes and Mental Illness","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Gestational diabetes; Association (psychology); Mental illness; Diabetes mellitus; Psychiatry; Gestation; Pregnancy; Endocrinology; Mental health; Psychotherapist; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342716,0.0002535356,0.001369691,0.0002985444,0.000134864,0.00005876044,0.0001230889,0.0002266906,0.0001250577],"category_scores_gemma":[0.0002100396,0.000212947,0.0002377565,0.0001402112,0.00004823734,0.0001107884,0.00001507148,0.0005594558,0.00002654372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616291,"about_ca_system_score_gemma":0.001552445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171162,"about_ca_topic_score_gemma":0.00007949677,"domain_scores_codex":[0.9983085,0.0001284658,0.0007186985,0.0001593621,0.0002721662,0.0004128403],"domain_scores_gemma":[0.9975491,0.0002988719,0.0007633778,0.00008087339,0.0001045168,0.001203224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001785116,0.00001218877,0.3316417,0.05797771,0.001115573,0.00005304243,0.0002893726,2.546616e-8,2.689179e-7,0.00002843796,0.002369818,0.6065101],"study_design_scores_gemma":[0.0003271813,0.0002468878,0.01395709,0.05200936,0.001220985,0.00001550075,0.00001385624,6.95444e-7,0.000007989357,0.00006669587,0.931932,0.0002017886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02082158,0.9762227,1.295829e-7,0.001403781,0.0006542485,0.0003306742,0.0004482833,0.000006124064,0.0001124656],"genre_scores_gemma":[0.005721269,0.9922775,0.00007074061,0.0003367927,0.0009945657,0.00001284261,0.0001752827,0.00004964577,0.0003613523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9295622,"threshold_uncertainty_score":0.8683727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262896311496748,"score_gpt":0.2967833090902499,"score_spread":0.2704936779405751,"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."}}