{"id":"W4409132496","doi":"10.1136/jnnp-2024-334925","title":"Modifiable risk factors for stroke, dementia and late-life depression: a systematic review and DALY-weighted risk factors for a composite outcome","year":2025,"lang":"en","type":"review","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; West Park Healthcare Centre; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Dementia; Medicine; Stroke (engine); Depression (economics); Meta-analysis; Body mass index; PsycINFO; Risk factor; Relative risk; Gerontology; Internal medicine; Physical therapy; MEDLINE; Disease; Confidence interval","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":[0.01781346,0.002405314,0.01728939,0.01188232,0.0004280485,0.003329539,0.001930665,0.002036515,0.002498208],"category_scores_gemma":[0.04598158,0.001288465,0.02799317,0.009226978,0.0008069912,0.001860696,0.00151651,0.001524537,0.0002592447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003707517,"about_ca_system_score_gemma":0.00461566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008006274,"about_ca_topic_score_gemma":0.0177069,"domain_scores_codex":[0.9869983,0.005625865,0.004273861,0.001046265,0.001772723,0.0002829721],"domain_scores_gemma":[0.9783527,0.0158861,0.00392614,0.0004614058,0.001222312,0.0001513312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007373826,0.00001730155,0.002704052,0.6721791,0.2995159,0.0001113941,0.00007347099,0.0007503817,0.000150329,0.000409441,0.0008299507,0.02252123],"study_design_scores_gemma":[0.0007337552,0.0002303686,0.005959372,0.1335149,0.8524266,0.0003218687,0.00007006147,0.000532262,0.0001760348,0.0008480888,0.00513535,0.00005124634],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001590778,0.9968539,0.0004617575,0.0001518767,0.00008557954,0.0002094036,0.0004632475,0.00001503911,0.0001684413],"genre_scores_gemma":[0.09147882,0.9023997,0.003097693,0.0006565556,0.0001754023,0.00134217,0.0006145865,0.00002027401,0.0002147746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01781346,"threshold_uncertainty_score":0.0942077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286047866949002,"score_gpt":0.3235927278118018,"score_spread":0.2949879411169016,"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."}}