{"id":"W6884741731","doi":"10.12114/j.issn.1007-9572.2022.0898","title":"Value of Reduced Taste Recognition Ability in Early Warning of Mild Cognitive Impairment","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taste; Cognition; Cognitive impairment; Recognition memory; Recall; Dementia; Receiver operating characteristic","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":[0.0006433695,0.0003560272,0.0003772333,0.0009694027,0.0002285191,0.0006072929,0.0002433015,0.0005386339,0.001468841],"category_scores_gemma":[0.002416588,0.0001057199,0.0002679471,0.000357512,0.0003560708,0.0004286152,0.0003652639,0.000422958,0.0002673135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662015,"about_ca_system_score_gemma":0.0001360031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506069,"about_ca_topic_score_gemma":0.001478229,"domain_scores_codex":[0.9997837,0.00004774695,0.00003167471,0.00005036652,0.00005365089,0.00003284239],"domain_scores_gemma":[0.9987524,0.0003107049,0.0004424444,0.00006359969,0.0001805622,0.0002502873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008245458,0.00006416803,0.9905158,0.00002281232,0.00003646524,0.0001903858,0.00006435446,0.00007448423,0.00108788,0.00001457494,0.000098624,0.007005879],"study_design_scores_gemma":[0.000008227654,0.0003410357,0.9982279,0.0000062743,0.00003304916,0.000498194,0.00008213484,0.0003734691,0.0002648441,0.00006441926,0.00009351815,0.000006999027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983993,0.0005531427,0.0001216305,0.00005074229,0.000009469927,0.000006474017,0.0001190968,0.000008704335,0.0007314175],"genre_scores_gemma":[0.9995901,0.00008189595,0.0001092751,0.00002157407,0.00001012245,0.000002673916,0.00008380722,8.221688e-7,0.00009969118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001506069,"threshold_uncertainty_score":0.004913747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5251435811700218,"score_gpt":0.5318279305963568,"score_spread":0.006684349426335001,"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."}}