{"id":"W2913897984","doi":"10.1016/j.pmedr.2019.100822","title":"Diabetes increases the risk of depression: A systematic review, meta-analysis and estimates of population attributable fractions based on prospective studies","year":2019,"lang":"en","type":"review","venue":"Preventive Medicine Reports","topic":"Diabetes Management and Education","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Douglas College; University of Saskatchewan","funders":"School of Public Health, University of Michigan; University of Saskatchewan","keywords":"Medicine; Diabetes mellitus; Depression (economics); Cochrane Library; Odds ratio; Meta-analysis; Population; Publication bias; Prospective cohort study; Internal medicine; Cohort study; Incidence (geometry); Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0326606,0.003561951,0.01912668,0.01094743,0.0007911899,0.00478969,0.00236329,0.002679061,0.002899151],"category_scores_gemma":[0.07422551,0.002549194,0.0463855,0.009339279,0.0009486923,0.002592111,0.002069608,0.002631414,0.0002985411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003240174,"about_ca_system_score_gemma":0.00441076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006681986,"about_ca_topic_score_gemma":0.01356503,"domain_scores_codex":[0.9753539,0.01331918,0.006885001,0.00177438,0.00222931,0.0004383418],"domain_scores_gemma":[0.9444321,0.04397922,0.007158658,0.001472584,0.00263755,0.0003199265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001026481,0.00002988976,0.006933275,0.3097298,0.6647323,0.0001176068,0.00008625966,0.0004567938,0.0001020411,0.0001908993,0.0004937188,0.01610101],"study_design_scores_gemma":[0.0003870732,0.0001265042,0.004223217,0.03478941,0.9583373,0.000116223,0.00003801724,0.0002257611,0.00007426743,0.0003264693,0.001334823,0.00002095531],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001959096,0.9964844,0.0006170485,0.000191673,0.0001206338,0.0002420338,0.0002282524,0.00001440204,0.0001424969],"genre_scores_gemma":[0.09647807,0.8963264,0.003705239,0.0009570556,0.0003868032,0.001364162,0.0005733573,0.00002687981,0.000181904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0326606,"threshold_uncertainty_score":0.1727278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09440025310724152,"score_gpt":0.4048125951084955,"score_spread":0.3104123420012539,"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."}}