{"id":"W2593752601","doi":"10.1017/s1041610216002210","title":"MACE versus MoCA: equivalence or superiority? Pragmatic diagnostic test accuracy study","year":2017,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mace; Montreal Cognitive Assessment; Dementia; Medicine; Receiver operating characteristic; Cognition; Audiology; Gerontology; Psychiatry; Internal medicine; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2766509,0.002186894,0.008444496,0.002998489,0.001039494,0.00449693,0.002078005,0.0052155,0.003363371],"category_scores_gemma":[0.5213843,0.001341803,0.009092622,0.002743922,0.004299378,0.006262975,0.004119535,0.003475606,0.0004668069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197253,"about_ca_system_score_gemma":0.002453368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169115,"about_ca_topic_score_gemma":0.002692863,"domain_scores_codex":[0.5249758,0.4131258,0.02877693,0.009288052,0.02222047,0.001613035],"domain_scores_gemma":[0.5073072,0.4225778,0.0266953,0.02405133,0.01576887,0.003599556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4380812,0.002475345,0.1017738,0.01924627,0.1192484,0.00048486,0.003440367,0.00221139,0.001017709,0.01110491,0.00560438,0.2953114],"study_design_scores_gemma":[0.3394368,0.1089502,0.2457204,0.0150534,0.1493735,0.003067876,0.002295381,0.04138326,0.002518148,0.05942219,0.0313968,0.00138202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7452991,0.1435587,0.04105679,0.01711988,0.005834235,0.02359913,0.002763095,0.0003529083,0.02041617],"genre_scores_gemma":[0.9709991,0.003383584,0.0151879,0.003098679,0.001223718,0.005043906,0.0007188713,0.00007064053,0.0002735755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2766509,"threshold_uncertainty_score":0.8920183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928905801406728,"score_gpt":0.4290739321264047,"score_spread":0.3797848741123374,"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."}}