{"id":"W6980670738","doi":"","title":"Comparison of DBFS with MOCA and MMSE tools for MCI Screening","year":2023,"lang":"en","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Test (biology); Cognition; Cognitive impairment; State (computer science); Mini–Mental State Examination","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":[0.005910012,0.0004877179,0.0006279351,0.003898846,0.0002320018,0.001006193,0.0005469786,0.0005390378,0.001531591],"category_scores_gemma":[0.01837457,0.0002230877,0.0006567981,0.001212825,0.0002566592,0.001329792,0.0008132236,0.0003487887,0.0004210173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747676,"about_ca_system_score_gemma":0.0004757037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003283963,"about_ca_topic_score_gemma":0.006655129,"domain_scores_codex":[0.9962317,0.001784398,0.0004039953,0.0003435249,0.001052134,0.0001841769],"domain_scores_gemma":[0.9923436,0.004703922,0.0007265601,0.0003625769,0.001418913,0.0004443313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004703162,0.0004852202,0.8834487,0.0002020534,0.0007467563,0.00008316646,0.0004490687,0.0004430064,0.0007548551,0.0003201511,0.001222609,0.1071412],"study_design_scores_gemma":[0.0002831111,0.00272843,0.9878023,0.00009871249,0.0002570262,0.0003731941,0.0005594113,0.004797279,0.0005331612,0.0004799295,0.002038867,0.00004854328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924628,0.001324376,0.001122152,0.0001047358,0.0001017292,0.0001303549,0.0005702057,0.0000457432,0.004137922],"genre_scores_gemma":[0.9943047,0.0005056024,0.003410707,0.00006204564,0.00005689818,0.0001092342,0.0007075655,0.000008967484,0.0008343001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005910012,"threshold_uncertainty_score":0.03125548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07128183855684771,"score_gpt":0.3455584919760923,"score_spread":0.2742766534192446,"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."}}