{"id":"W4309950614","doi":"","title":"Comparative diagnostic accuracy of ACE-III and MoCA for detecting mild cognitive impairment","year":2019,"lang":"en","type":"article","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Montreal Cognitive Assessment; Diagnostic accuracy; Medicine; Cognition; Computer science; Internal medicine; Psychiatry","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":[0.003800096,0.0008192214,0.0007970367,0.002475643,0.0004385116,0.0009013471,0.0006575493,0.0007450084,0.0006908818],"category_scores_gemma":[0.01334875,0.0003735359,0.0007498497,0.0007649128,0.0004457745,0.0006950576,0.0007280875,0.0005111083,0.0002467301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345866,"about_ca_system_score_gemma":0.0005434797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006907174,"about_ca_topic_score_gemma":0.009327864,"domain_scores_codex":[0.9981805,0.0006566338,0.0002450261,0.0003932567,0.0003695253,0.0001551737],"domain_scores_gemma":[0.9949518,0.002057913,0.0008749031,0.0004326424,0.001202391,0.000480337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061333,0.00007036269,0.9925703,0.00002171193,0.0003062041,0.00005740355,0.00009379342,0.0001127635,0.0003895011,0.00002484248,0.00009904331,0.005192768],"study_design_scores_gemma":[0.00006436383,0.000294519,0.9973744,0.00001358245,0.0001975199,0.0002387391,0.0001491396,0.001285621,0.0001959659,0.00005622973,0.000116351,0.00001358648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982361,0.0007770448,0.0001828903,0.0000267081,0.00002916633,0.0000255396,0.0001286686,0.000006931714,0.0005869717],"genre_scores_gemma":[0.9991948,0.0001514986,0.0002485135,0.00001984264,0.00002032899,0.0000173763,0.0002532265,0.000002024299,0.00009245015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006907174,"threshold_uncertainty_score":0.02009708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228894261724523,"score_gpt":0.2922867979332354,"score_spread":0.2699978553159902,"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."}}