{"id":"W4250829769","doi":"10.22541/au.158212841.10422438","title":"Prevalence of dementia and mild cognitive impairment among older Albanian patients detected by different screening tools","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Logistic regression; Medicine; Gerontology; Epidemiology; Multivariate statistics; Multivariate analysis; Cognitive impairment; Demography; Population; Cognition; Population based study; Risk factor; Internal medicine; Psychiatry; Disease; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868748,0.0002920899,0.0003565375,0.001836487,0.0003584734,0.0004373405,0.0002659647,0.0002910566,0.001184209],"category_scores_gemma":[0.001535661,0.0001652198,0.0002721728,0.0008858611,0.0002709641,0.0002936112,0.0004045962,0.0002612775,0.0001857064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658962,"about_ca_system_score_gemma":0.0003024387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074554,"about_ca_topic_score_gemma":0.003584684,"domain_scores_codex":[0.9995603,0.00009600307,0.00008130784,0.00006968943,0.0001194278,0.00007339537],"domain_scores_gemma":[0.9992385,0.00009947827,0.0003869877,0.00003611292,0.0001302186,0.0001086696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005973616,0.00004207062,0.9981646,0.0000157218,0.00001178537,0.00008162529,0.000119596,0.00001072979,0.000183569,0.000005499876,0.00004012164,0.001264963],"study_design_scores_gemma":[0.000003631064,0.00007002227,0.9991573,0.000008671919,0.000008660126,0.000297519,0.0003107076,0.00003742825,0.00003993171,0.00001038938,0.00005311582,0.00000256519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.999532,0.0001081819,0.00002203767,0.00001933774,0.000002409973,0.000009803108,0.00009435225,0.000002115218,0.0002098537],"genre_scores_gemma":[0.9995371,0.0000813027,0.00007940115,0.00001480867,0.000008125019,0.00001671927,0.0001911644,5.260718e-7,0.00007084209],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.003074554,"threshold_uncertainty_score":0.00611335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987486518846012,"score_gpt":0.2914445609505317,"score_spread":0.2715696957620716,"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."}}