{"id":"W2911124852","doi":"10.4172/neuropsychiatry.1000516","title":"Epi-Aortic Trunk Evaluation in Elderly Patients with and Without Depression: A Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Depression (economics); Montreal Cognitive Assessment; Cardiology; Geriatric Depression Scale; Hyperintensity; Mini–Mental State Examination; Late life depression; Activities of daily living; Cognitive impairment; Cognition; Physical therapy; Disease; Depressive symptoms; Radiology; Magnetic resonance imaging; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004276694,0.000256765,0.0003585402,0.000509686,0.0004663306,0.0004347256,0.000185824,0.0004521366,0.0008801663],"category_scores_gemma":[0.0008119124,0.0002905573,0.0002864886,0.0005384709,0.000181993,0.000352588,0.0002883743,0.0003956929,0.0001864075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569279,"about_ca_system_score_gemma":0.0001325509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220792,"about_ca_topic_score_gemma":0.004016108,"domain_scores_codex":[0.999765,0.0000563039,0.00003632308,0.0000552239,0.00004894726,0.00003811322],"domain_scores_gemma":[0.9995804,0.00004925043,0.0001682707,0.00002709392,0.00005839231,0.0001165352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006360034,0.00004553241,0.999236,0.000006297339,0.00002665423,0.00007561858,0.00005713665,0.000004493823,0.0001052894,0.000002918567,0.00002341359,0.0003529228],"study_design_scores_gemma":[0.000008726073,0.0001780242,0.9991131,0.000004250786,0.00002377167,0.0003977114,0.0001501114,0.00003633146,0.0000166696,0.000004721562,0.00006487194,0.000001593659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995426,0.0001542667,0.00002886074,0.0000106639,0.000003163736,0.000008995881,0.00008501876,7.075005e-7,0.0001656079],"genre_scores_gemma":[0.9996223,0.000099326,0.00004406825,0.00002965501,0.000007710331,0.000008456989,0.000118665,3.361275e-7,0.00006934093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002220792,"threshold_uncertainty_score":0.004415751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409578714605946,"score_gpt":0.3579288497543079,"score_spread":0.3338330626082484,"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."}}