{"id":"W2077763826","doi":"10.2174/1871527313666141130204300","title":"Are Major Depressive Disorder and Diabetes Mellitus Amyloidogenic Conditions?","year":2015,"lang":"en","type":"article","venue":"CNS & Neurological Disorders - Drug Targets","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Diabetes mellitus; Major depressive disorder; Medicine; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001218904,0.0004707226,0.000432063,0.00007385435,0.0002465672,0.00006196032,0.0003476094,0.0002697617,0.00008243759],"category_scores_gemma":[0.0006064371,0.0003908632,0.0002072286,0.0001454172,0.0004675776,0.00001982864,0.0003940699,0.0002233117,0.00006969637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001555539,"about_ca_system_score_gemma":0.00003676142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002362249,"about_ca_topic_score_gemma":0.0001749013,"domain_scores_codex":[0.9975401,0.000268213,0.0003311492,0.0009563565,0.000231921,0.0006723211],"domain_scores_gemma":[0.9986261,0.0001167387,0.0002500963,0.0005156532,0.0000909132,0.0004005187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176532,0.0006098809,0.9813067,0.00001855962,0.0001938277,0.00002854611,0.00006142785,0.0001475677,0.002587405,0.00007837873,0.01323226,0.001617827],"study_design_scores_gemma":[0.005229207,0.001019625,0.9217574,0.00001564595,0.000285484,0.00001611708,0.0003670766,0.0001800493,0.0101343,0.004283416,0.05560736,0.001104307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727247,0.02209633,0.00006492947,0.003741828,0.0002270594,0.0005532215,0.0001519468,0.00009150393,0.0003484844],"genre_scores_gemma":[0.993362,0.002131337,0.0001333147,0.003308156,0.0001003239,0.0003699966,0.0003071706,0.00005533778,0.0002323284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05954926,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227826809186725,"score_gpt":0.2494469824247118,"score_spread":0.2371687143328446,"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."}}