{"id":"W1988003817","doi":"10.1111/dme.12465","title":"Differential association of insulin resistance with cognitive and somatic symptoms of depression","year":2014,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Heart Research Centre; Université du Québec à Montréal; Concordia University; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Insulin resistance; Medicine; Beck Depression Inventory; Depression (economics); Diabetes mellitus; Internal medicine; Cognition; Depressive symptoms; Insulin; Psychiatry; Endocrinology; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003834605,0.00009456217,0.0005565875,0.00008413613,0.00002756995,8.332433e-7,0.00002078595,0.00006663793,0.00004494219],"category_scores_gemma":[0.0006014364,0.00006231482,0.00002326392,0.000123087,0.0001109063,0.00001833428,0.00001235904,0.0001052528,0.000001143976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004893899,"about_ca_system_score_gemma":0.00006752497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004573696,"about_ca_topic_score_gemma":0.00001281444,"domain_scores_codex":[0.9987943,0.00009608701,0.0003690888,0.0001475996,0.0004109643,0.0001819823],"domain_scores_gemma":[0.9987554,0.0004686209,0.000295916,0.0001241229,0.0001473913,0.0002085704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001205454,0.0002225972,0.9386976,0.006100121,0.000068085,0.000002411973,0.001593558,1.23593e-7,0.008700132,0.0001251313,0.0002387738,0.04304599],"study_design_scores_gemma":[0.009747498,0.001705127,0.9725529,0.0061081,0.0003933274,0.000005253363,0.0002694949,0.0001098283,0.008798404,0.0001038013,0.0001341196,0.0000721599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945161,0.0005476859,0.0004948972,0.0006150566,0.00009816309,0.0004449268,0.000008952246,0.0000114282,0.00326274],"genre_scores_gemma":[0.999067,0.0001257109,0.0001075821,0.0003014737,0.0001180603,0.00001524178,0.00003600871,0.00001045575,0.0002184852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04297384,"threshold_uncertainty_score":0.2541125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007092780552885522,"score_gpt":0.2771171593203187,"score_spread":0.2700243787674331,"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."}}