{"id":"W2809646666","doi":"10.1017/s1041610218000923","title":"Validity of a novel computerized screening test system for mild cognitive impairment","year":2018,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Montreal Cognitive Assessment; Predictive validity; Predictive value; Cognitive impairment; Receiver operating characteristic; Gold standard (test); Validity; Test (biology); Medicine; Concurrent validity; Positive predicative value; Cognition; Psychology; Internal medicine; Psychometrics; Clinical psychology; 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":[0.004918173,0.0005967717,0.0004448735,0.00175714,0.0002525455,0.0007310626,0.0005152031,0.0005955987,0.001109125],"category_scores_gemma":[0.01471105,0.0002368251,0.0008331136,0.0007154653,0.0003369382,0.0007837629,0.0006314158,0.0003992745,0.0003359682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562959,"about_ca_system_score_gemma":0.0006021349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682704,"about_ca_topic_score_gemma":0.00286337,"domain_scores_codex":[0.9973251,0.0009764212,0.0003712979,0.0003833575,0.0008344091,0.0001094971],"domain_scores_gemma":[0.9928433,0.003306769,0.001524277,0.0003246466,0.001815864,0.0001852411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313017,0.000565881,0.9312549,0.0001678192,0.0004041791,0.00006646535,0.0001708365,0.0008516397,0.002508857,0.0001554059,0.0009778653,0.06156313],"study_design_scores_gemma":[0.0001747963,0.001823198,0.979905,0.0000806303,0.0002018673,0.0004009468,0.0001546997,0.0139308,0.001937688,0.0002302571,0.001125771,0.00003451172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933348,0.0006422462,0.003118745,0.00009443096,0.000106573,0.0003428887,0.0006463057,0.00009572221,0.001618425],"genre_scores_gemma":[0.9929169,0.0001890682,0.005493847,0.00008396492,0.00004914347,0.0002050913,0.0006774637,0.000007330093,0.0003771851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004918173,"threshold_uncertainty_score":0.0260101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05958312704710447,"score_gpt":0.381707860241871,"score_spread":0.3221247331947665,"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."}}