{"id":"W1563435482","doi":"10.1159/000365529","title":"Depression, Diabetes and Dementia","year":2014,"lang":"en","type":"book-chapter","venue":"Key issues in mental health (Online)/Key issues in mental health (Print)","topic":"Diet and metabolism studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Dementia; Diabetes mellitus; Insulin resistance; Medicine; Depression (economics); Internal medicine; Neuroscience; Endocrinology; Bioinformatics; Psychology; Disease; Biology","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002237467,0.001670651,0.004078033,0.001118071,0.0006413194,0.00007700892,0.0006098651,0.0007495857,0.0006031405],"category_scores_gemma":[0.0001056985,0.001603032,0.0003191073,0.0002514018,0.0006768072,0.0002311423,0.001223103,0.002122385,0.0001693251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582082,"about_ca_system_score_gemma":0.0005481291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225206,"about_ca_topic_score_gemma":0.004296282,"domain_scores_codex":[0.9900677,0.0004078496,0.003489338,0.002094933,0.001555878,0.002384348],"domain_scores_gemma":[0.9958798,0.0001763108,0.001232684,0.001216284,0.0001354375,0.001359533],"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":[0.001963994,0.004658304,0.2603874,0.0284443,0.001192184,0.0001957834,0.06429613,0.000006712183,0.000128218,0.01432784,0.1835978,0.4408014],"study_design_scores_gemma":[0.005887744,0.001718097,0.0355493,0.0135802,0.0001155648,0.00003096156,0.003050539,0.0001233417,0.00008124622,0.00155211,0.9371076,0.001203307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1746306,0.7007098,0.000009046564,0.06669851,0.007513234,0.01218001,0.001987652,0.0005745925,0.03569658],"genre_scores_gemma":[0.1132922,0.6785319,0.02145284,0.02883607,0.003952324,0.0004327607,0.008206259,0.0008699357,0.1444257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7535098,"threshold_uncertainty_score":0.999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322378723264458,"score_gpt":0.3532257051888982,"score_spread":0.3300019179562536,"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."}}