{"id":"W4404084616","doi":"10.1192/bjo.2024.764","title":"Gender differences in the relationship between depressive symptoms and diabetes associated with cognitive-affective symptoms","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Diabetes Management and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Diabetes mellitus; Prediabetes; Depression (economics); Depressive symptoms; Logistic regression; Cognition; Medicine; Clinical psychology; Psychology; Internal medicine; Type 2 diabetes; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004692579,0.0001334709,0.0002105479,0.0001298817,0.0000987943,0.0003281462,0.0001549077,0.00006225447,0.00003463407],"category_scores_gemma":[0.0003171871,0.00008111328,0.00002397784,0.0004383194,0.0000865586,0.0002880581,0.00006317508,0.0002101721,0.00002211047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003879277,"about_ca_system_score_gemma":0.00005283986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002899407,"about_ca_topic_score_gemma":0.00002684442,"domain_scores_codex":[0.9989901,0.0001636016,0.0001367786,0.0002990592,0.0001980958,0.0002123871],"domain_scores_gemma":[0.9979683,0.00175894,0.0000507671,0.0001309781,0.00004118621,0.00004985899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001589816,0.00007687645,0.9855157,0.0000555904,0.0002747823,0.00000415419,0.00166585,8.701837e-8,0.000002233306,0.0009500145,0.0005906238,0.01084827],"study_design_scores_gemma":[0.0008826932,0.0002456725,0.9943623,0.0009350503,0.0003767592,6.584337e-7,0.0007007469,0.00007255092,0.000008882753,0.002205789,0.00008957674,0.0001193374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816099,0.0004896826,0.00002340483,0.0008675212,0.00008663914,0.001797325,0.00001215148,0.00004164679,0.01507167],"genre_scores_gemma":[0.9982872,0.000005925789,0.000009947322,0.0002544815,0.00008788843,0.0003624729,0.0001389901,0.00001775315,0.0008353432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667724,"threshold_uncertainty_score":0.3307704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07143672715668699,"score_gpt":0.3378766641801789,"score_spread":0.2664399370234919,"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."}}