{"id":"W4405017982","doi":"10.1212/wnl.0000000000210131","title":"Magnitude and Time-Course of Dementia Risk in Stroke Survivors","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Dementia; Stroke (engine); Medicine; Psychology; Gerontology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007287546,0.0001754405,0.0002756292,0.001082333,0.000456496,0.0006249177,0.0004477021,0.000357499,0.0008243321],"category_scores_gemma":[0.003031075,0.0002455522,0.0004650328,0.001362353,0.0003241625,0.0003642624,0.0005412932,0.0003868974,0.0001163166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152922,"about_ca_system_score_gemma":0.001249512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2414757,"about_ca_topic_score_gemma":0.2241193,"domain_scores_codex":[0.9994956,0.00009265825,0.00004649309,0.0001305019,0.0001154298,0.0001192427],"domain_scores_gemma":[0.9987372,0.000128384,0.0005902776,0.00009919405,0.0002622621,0.000182734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008698511,0.000009496938,0.9984075,0.000005437342,0.00004511037,0.00004108764,0.00009158965,0.00008477649,0.00007266873,0.00001539899,0.00006031135,0.001079614],"study_design_scores_gemma":[0.000001726588,0.00001400675,0.9996911,0.00000205318,0.000009625598,0.00003480708,0.00006746189,0.0001122648,0.00001094487,0.00001513679,0.00003919105,0.000001629685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982844,0.0003692925,0.00008140061,0.00008869961,0.000003214793,0.000009396279,0.0007438926,0.000005088941,0.0004145712],"genre_scores_gemma":[0.9991448,0.0001144191,0.00004909061,0.0000100436,0.000003889934,0.000004205649,0.0005710063,0.000001114058,0.0001013882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2414757,"threshold_uncertainty_score":0.4801404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008259915677110168,"score_gpt":0.2915221127801225,"score_spread":0.2832621971030124,"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."}}