{"id":"W2069944791","doi":"10.1007/s40520-015-0331-6","title":"Cognitive performance in community-dwelling older adults with stroke and the contribution of age and diffuse subcortical damage: a population-based study in rural Ecuador (The Atahualpa Project)","year":2015,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidad de Especialidades Espíritu Santo","keywords":"Montreal Cognitive Assessment; Stroke (engine); Hyperintensity; Population; Cognition; Medicine; Cognitive decline; Gerontology; Psychology; Cardiology; Cognitive impairment; Internal medicine; Psychiatry; Magnetic resonance imaging; Dementia; Disease; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003566587,0.0001033072,0.0003017187,0.0001017255,0.0001403674,0.00003229878,0.00008569351,0.00004310064,0.000002057652],"category_scores_gemma":[0.0007122249,0.00005645732,0.00001858435,0.0001972398,0.0008260895,0.00007188747,0.000258578,0.0008088878,5.526751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671421,"about_ca_system_score_gemma":0.00005289086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879453,"about_ca_topic_score_gemma":0.0003023866,"domain_scores_codex":[0.9978761,0.0008666099,0.0003862822,0.0001876484,0.0004465885,0.0002367893],"domain_scores_gemma":[0.9978389,0.001737206,0.00005394276,0.000179321,0.0001020534,0.00008860284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006432401,0.000980911,0.9848157,0.0000435804,0.00003264613,0.00004137389,0.006297751,0.000001029356,0.00003134953,0.000009313422,0.00001190622,0.001302015],"study_design_scores_gemma":[0.02907639,0.001493552,0.8808638,0.000570408,0.00002954607,0.000003790804,0.08125541,0.006080011,0.0005585781,0.000002513957,0.000002947153,0.00006297975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973413,0.0003162814,0.000005241454,0.0003409267,0.00001147671,0.001876233,0.000002463419,0.000006447808,0.00009966952],"genre_scores_gemma":[0.9996302,0.00003705996,0.00003494587,0.00009172445,0.00002286639,0.0001206642,0.00002312282,0.00000850525,0.00003090721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039518,"threshold_uncertainty_score":0.435289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129780564643882,"score_gpt":0.4333255388488015,"score_spread":0.3520277332023627,"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."}}