{"id":"W7117312181","doi":"10.1002/alz70857_105912","title":"Usefulness of MoCA in detecting preclinical AD","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dementia; Disease; Test (biology); Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002608733,0.001228896,0.0004854563,0.002825089,0.000449096,0.001072242,0.0006486393,0.0007454288,0.001628575],"category_scores_gemma":[0.006582808,0.0002117379,0.0005072458,0.0006752338,0.0004104029,0.0007603177,0.0005760652,0.0004870969,0.0004622692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022301,"about_ca_system_score_gemma":0.0004389646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811636,"about_ca_topic_score_gemma":0.01017125,"domain_scores_codex":[0.9992715,0.0002404555,0.00006606316,0.000191236,0.0001478752,0.00008295665],"domain_scores_gemma":[0.9967707,0.0008541126,0.0009651146,0.0002358421,0.0008033576,0.0003708509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272205,0.00009525031,0.9738348,0.00004996553,0.000244397,0.00009578941,0.00006499026,0.0002986654,0.001969316,0.00006650171,0.0007638582,0.02124416],"study_design_scores_gemma":[0.0000303774,0.0005980371,0.9949916,0.00003259349,0.0001443323,0.0005792556,0.00007082445,0.001769603,0.0009271107,0.0002380325,0.000598445,0.00001991728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928579,0.001775862,0.001098555,0.00009471909,0.0000329742,0.0000883295,0.0006788062,0.00011187,0.003260857],"genre_scores_gemma":[0.997254,0.0002897714,0.001695431,0.00002659743,0.00003212484,0.00003203884,0.0003254649,0.000009610431,0.0003349863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005811636,"threshold_uncertainty_score":0.01379645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05709570818847255,"score_gpt":0.3713782893432839,"score_spread":0.3142825811548113,"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."}}