{"id":"W3164787583","doi":"10.1002/alz.12340","title":"Stroke and dementia, leading causes of neurological disability and death, potential for prevention","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Stroke (engine); Medicine; Falling (accident); Cause of death; Environmental health; Disease; 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":[0.002026405,0.0005357341,0.000695185,0.001661926,0.000506347,0.002021868,0.0004987158,0.0008829378,0.0135281],"category_scores_gemma":[0.005099637,0.0001261993,0.0005651838,0.001348062,0.0006354719,0.001511156,0.001111971,0.001464478,0.002637138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308738,"about_ca_system_score_gemma":0.005709433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005045077,"about_ca_topic_score_gemma":0.0071496,"domain_scores_codex":[0.9990351,0.0003528714,0.00007592419,0.00008275927,0.0003549627,0.0000982249],"domain_scores_gemma":[0.9985926,0.0004410497,0.0002782813,0.00004387774,0.0003801355,0.0002641039],"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":[0.0001939927,0.0002550371,0.04234093,0.005835341,0.0002748095,0.0003331158,0.0002193238,0.0005489486,0.0002922155,0.03007434,0.3106324,0.6089996],"study_design_scores_gemma":[0.00009982291,0.000385994,0.1275353,0.01162164,0.0004508812,0.002857894,0.001046998,0.0007027613,0.0003232785,0.07565054,0.7792574,0.00006747415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01545497,0.682552,0.002964247,0.1807843,0.005267255,0.0002684644,0.006897653,0.0002471525,0.105564],"genre_scores_gemma":[0.2403559,0.702571,0.00761928,0.01594723,0.008839295,0.0005196861,0.004733719,0.00003209832,0.01938182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0135281,"threshold_uncertainty_score":0.04525602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510537003606738,"score_gpt":0.3409381666725131,"score_spread":0.2958327966364457,"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."}}