{"id":"W1997086296","doi":"10.1155/2011/649629","title":"Depression, Strokes and Dementia: New Biological Insights into an Unfortunate Pathway","year":2011,"lang":"en","type":"article","venue":"Cardiovascular Psychiatry and Neurology","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Depression (economics); Dementia; Stroke (engine); Medicine; Disease; Risk factor; Cognitive impairment; Vascular dementia; Cognition; Psychiatry; Neuroscience; Psychology; Internal medicine","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":[0.001127678,0.0008089003,0.001110833,0.001638885,0.0009865824,0.002784081,0.0006320399,0.002444392,0.003908035],"category_scores_gemma":[0.001870124,0.0002848005,0.0005233585,0.0009662427,0.003394115,0.007217243,0.002135095,0.003803233,0.0005249445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007789005,"about_ca_system_score_gemma":0.001247643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546054,"about_ca_topic_score_gemma":0.003347415,"domain_scores_codex":[0.9996007,0.0001171991,0.0000437657,0.00006461862,0.0001041856,0.00006960901],"domain_scores_gemma":[0.9983165,0.0008924402,0.0001867786,0.0001093176,0.000249667,0.000245342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001327626,0.0007260663,0.02902172,0.005666806,0.0008278588,0.007972724,0.003708851,0.001423061,0.008849614,0.2161481,0.06340162,0.6609259],"study_design_scores_gemma":[0.0001364305,0.001154727,0.05073758,0.003159099,0.0004012929,0.01578867,0.006914323,0.001397081,0.001394931,0.5817843,0.3369415,0.0001900403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01585933,0.819666,0.004033646,0.1437077,0.004791517,0.0000320916,0.0001973902,0.00007205042,0.01164034],"genre_scores_gemma":[0.1268554,0.8309157,0.004391305,0.01814937,0.01371398,0.00006340018,0.0001142608,0.00001517389,0.005781399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003908035,"threshold_uncertainty_score":0.01307368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072914329281375,"score_gpt":0.2269579265006997,"score_spread":0.186228783207886,"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."}}