{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004758801,0.0005224683,0.000645016,0.003810278,0.0002076776,0.0009400352,0.0004832303,0.0005230039,0.001635458],"category_scores_gemma":[0.01549647,0.0001692495,0.0006353495,0.00126241,0.0002168581,0.001061333,0.0007434818,0.0002693353,0.0004235856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300829,"about_ca_system_score_gemma":0.000404532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603196,"about_ca_topic_score_gemma":0.00288254,"domain_scores_codex":[0.9967073,0.001533215,0.000346029,0.0003412646,0.000911619,0.0001606337],"domain_scores_gemma":[0.9941691,0.003338418,0.0006184523,0.0003145077,0.001180565,0.0003790624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004124456,0.0004972892,0.844147,0.0002856178,0.0007752872,0.0001275863,0.0004445992,0.0004968441,0.001321153,0.000403712,0.001470295,0.1459062],"study_design_scores_gemma":[0.0002341463,0.002853347,0.9841552,0.0001077232,0.0004035897,0.0007107539,0.0006270277,0.00576748,0.0010006,0.0007662593,0.003315456,0.00005829524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897248,0.002321509,0.002197001,0.0001262203,0.0001380346,0.0001193715,0.000813305,0.00008061565,0.004479314],"genre_scores_gemma":[0.9929073,0.000634141,0.004608512,0.00005875911,0.00007424186,0.0001054644,0.0007607185,0.00000995834,0.0008409445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004758801,"threshold_uncertainty_score":0.02516729,"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."}}