{"id":"W3152234260","doi":"10.1017/s1041610221000259","title":"Comparing cardiovascular risk factors in older persons with mild cognitive impairment and lifetime history of major depressive disorder","year":2021,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Queen's University; Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health; University Health Network; University of Toronto","funders":"","keywords":"Cohort; Major depressive disorder; Medicine; Dementia; Depression (economics); Neuropsychology; Late life depression; Cognitive decline; Internal medicine; Psychiatry; Cognition; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00070474,0.0003102873,0.0004316455,0.0008006404,0.000339909,0.0004332027,0.0002585918,0.0004552994,0.0005927503],"category_scores_gemma":[0.00190266,0.0002436723,0.0005101959,0.0005447891,0.0001600546,0.0002635248,0.0003991163,0.0003466493,0.0001102717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002598538,"about_ca_system_score_gemma":0.0002540442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009886826,"about_ca_topic_score_gemma":0.01707955,"domain_scores_codex":[0.9996191,0.0001077379,0.00004940899,0.0000848474,0.00008314229,0.00005558758],"domain_scores_gemma":[0.9992543,0.0001388913,0.0002680263,0.00005051433,0.0000844293,0.0002037629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108326,0.00003220482,0.9990057,0.000006748785,0.00009957059,0.00002412457,0.00003951247,0.00001171344,0.00009667792,0.000002649984,0.00001855745,0.0004517159],"study_design_scores_gemma":[0.000009737607,0.00015148,0.9996038,0.000001845803,0.00003076303,0.00005878317,0.00005737646,0.0000455849,0.00001674311,0.000003231142,0.00001991924,8.776359e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999698,0.0001191897,0.00002139177,0.000007089131,0.000002380284,0.000005436457,0.00007452427,8.600084e-7,0.00007113726],"genre_scores_gemma":[0.9996264,0.00005854694,0.00004179878,0.00001286965,0.000007099746,0.00000674683,0.0001945381,3.454447e-7,0.00005161283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009886826,"threshold_uncertainty_score":0.01965857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508914470862884,"score_gpt":0.2857189660189703,"score_spread":0.2706298213103415,"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."}}