{"id":"W4304205652","doi":"10.1080/23279095.2022.2130317","title":"Comparative analysis of sensitivity and specificity of computer-aided cognitive test in screening mild cognitive impairment patients and test of reliability and validity","year":2022,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Guttman scale; Construct validity; Montreal Cognitive Assessment; Reliability (semiconductor); Cognition; Receiver operating characteristic; Correlation coefficient; Cognitive test; Psychometrics; Psychology; Statistics; Medicine; Internal medicine; Clinical psychology; Cognitive impairment; Psychiatry; Mathematics","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":[0.0008156616,0.0002223889,0.0009960121,0.0005075264,0.00009945792,0.000005167973,0.00005094798,0.00006363042,0.00004047496],"category_scores_gemma":[0.0003821001,0.0002220117,0.00007906445,0.0009319293,0.0009879331,0.00004606277,0.0003246245,0.0004201885,3.387345e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002122233,"about_ca_system_score_gemma":0.00002820691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111558,"about_ca_topic_score_gemma":0.00003971636,"domain_scores_codex":[0.9974688,0.0005629736,0.0006123577,0.0006806469,0.0004067382,0.0002684329],"domain_scores_gemma":[0.9950386,0.003757171,0.0003707814,0.0001674368,0.0005420366,0.0001239413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002815216,0.003923626,0.9805044,0.0001218564,0.0003479772,0.00002872948,0.001233088,0.000006805558,0.0084082,0.00002539685,0.00001180214,0.002572912],"study_design_scores_gemma":[0.007175227,0.00421343,0.9754152,0.0000643085,0.0007579581,0.00001345386,0.001617979,0.001221462,0.00934852,0.00003158521,9.915877e-7,0.0001398895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971357,0.00002185599,0.0002484624,0.00009176227,0.00001953345,0.001314047,0.0006973335,0.00001045781,0.0004608748],"genre_scores_gemma":[0.999229,0.00005762215,0.0002617918,0.0002416588,0.000008339293,0.00005347771,0.0001331421,0.00001023442,0.000004691239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005089195,"threshold_uncertainty_score":0.9053374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142416787941758,"score_gpt":0.3205899703887211,"score_spread":0.2891658025093035,"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."}}