{"id":"W4386980000","doi":"10.6026/97320630019522","title":"Comparison of DBFS with MoCA and MMSE tools for MCI screening","year":2023,"lang":"en","type":"article","venue":"Bioinformation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Test (biology); Cognition; Mini–Mental State Examination; Cognitive impairment; Medicine; Psychology; Psychiatry; Biology","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":[0.0001900406,0.00004330307,0.0001024856,0.0001188085,0.00004526764,0.00002511543,0.00001820725,0.00002194536,0.0000191436],"category_scores_gemma":[0.00008363945,0.00003220112,0.00001793826,0.0001612606,0.00002772213,0.0002933525,0.00001588133,0.00003159863,0.00001418861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006906193,"about_ca_system_score_gemma":0.00002339168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000420087,"about_ca_topic_score_gemma":0.000001378579,"domain_scores_codex":[0.9995046,0.000004941514,0.0001503148,0.00004657956,0.0001825585,0.0001109719],"domain_scores_gemma":[0.9996418,0.00005552701,0.00005498571,0.0000531543,0.0001544169,0.00004005111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001211127,0.00007896981,0.2845453,0.0009437766,0.0001005351,0.00000149116,0.002065786,0.00002200566,0.004078214,0.0005330369,0.005528644,0.7008911],"study_design_scores_gemma":[0.003502329,0.001883786,0.8843934,0.000191224,0.00006691687,0.000007265853,0.00567371,0.06822531,0.02991618,0.00003294508,0.006013516,0.00009340149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710169,0.00002044631,0.02271109,0.0004403467,0.00001362306,0.0006704658,0.00001295057,0.00004622055,0.005067907],"genre_scores_gemma":[0.9967284,0.0000130033,0.002625649,0.00006684375,0.00001645116,0.00003624101,0.0002275813,0.000003967774,0.000281887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7007977,"threshold_uncertainty_score":0.1313123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08646883549359302,"score_gpt":0.3983434890560535,"score_spread":0.3118746535624605,"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."}}