{"id":"W2901295311","doi":"10.3390/jcm7110445","title":"Risk of Depression and Suicidality among Diabetic Patients: A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Meta-analysis; Depression (economics); Suicidal ideation; Odds ratio; Confidence interval; Cochrane Library; Internal medicine; Subgroup analysis; Diabetes mellitus; Cohort study; MEDLINE; Psychiatry; Poison control; Suicide prevention; Emergency medicine; 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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01147451,0.000348021,0.01733959,0.0004821986,0.00003090877,0.000009688533,0.0001915851,0.000231934,0.0002319701],"category_scores_gemma":[0.02090317,0.0001599922,0.002401191,0.0006333913,0.0004314688,0.0000994277,0.00008785152,0.0006351125,0.000002666679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000237305,"about_ca_system_score_gemma":0.00008010746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227071,"about_ca_topic_score_gemma":0.000002332914,"domain_scores_codex":[0.9912509,0.001498632,0.00604116,0.0003200568,0.000723898,0.0001653133],"domain_scores_gemma":[0.9856618,0.00281996,0.009737076,0.0006014383,0.0007875959,0.0003921232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001234074,0.0002366498,0.02390751,0.8127801,0.1467985,0.000003266842,0.00002042067,9.21085e-9,1.766085e-9,0.00000200773,0.001565084,0.01467402],"study_design_scores_gemma":[0.0005506444,0.0007887001,0.01176324,0.1602276,0.8200893,0.000004424052,0.00001091238,0.000001813397,2.134261e-8,0.0000222463,0.006446884,0.00009427605],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008532865,0.9968273,0.00001807102,0.0003107637,0.0002116064,0.001566756,0.000009983461,0.00000418088,0.0001980634],"genre_scores_gemma":[0.001233121,0.9975989,0.0001412027,0.0003925007,0.0003028185,0.0000238628,0.00002504653,0.00001839997,0.0002641506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6732907,"threshold_uncertainty_score":0.997249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621162728292909,"score_gpt":0.4774598125853853,"score_spread":0.3153435397560944,"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."}}