{"id":"W4377292776","doi":"10.1002/alz.13153","title":"Brain health and mental health: Common vascular risk factors and practical implications","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; Robarts Clinical Trials; Western University","funders":"","keywords":"Mental health; Dysfunctional family; Dementia; Affect (linguistics); Psychology; Disease; Stroke (engine); Psychiatry; Medicine; Cognition; Clinical psychology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005575429,0.0009995926,0.001197662,0.002300968,0.003686749,0.004848192,0.001376603,0.005697697,0.009219461],"category_scores_gemma":[0.009273602,0.0004265352,0.0006797499,0.001370683,0.008611097,0.008371198,0.005995693,0.006681278,0.0007853238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004185385,"about_ca_system_score_gemma":0.008350288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023773,"about_ca_topic_score_gemma":0.02406656,"domain_scores_codex":[0.9969407,0.001668252,0.0002134778,0.000317421,0.0005613122,0.0002989235],"domain_scores_gemma":[0.9927683,0.00364993,0.0006247549,0.0002744657,0.0009802232,0.001702286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003072161,0.0008493631,0.05148851,0.003224703,0.0002150102,0.008286288,0.009745944,0.001086818,0.0009119821,0.1552739,0.1243708,0.6442395],"study_design_scores_gemma":[0.0001242278,0.0006309923,0.0610499,0.01336472,0.0002299776,0.02014808,0.05594189,0.00201156,0.0004071006,0.6112153,0.2345655,0.0003108554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01079048,0.1812465,0.002554015,0.7881624,0.002395813,0.00003815158,0.00007778915,0.00003902047,0.01469586],"genre_scores_gemma":[0.4184413,0.4239725,0.01370986,0.1044245,0.03006751,0.0002344054,0.0001993669,0.00004595218,0.008904542],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01023773,"threshold_uncertainty_score":0.03084219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905747654742601,"score_gpt":0.3737835303095225,"score_spread":0.3347260537620965,"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."}}