{"id":"W4390193647","doi":"10.1002/alz.075616","title":"An Automated Montreal Cognitive Assessment MoCA‐Report for Optimal Clinical Management of Alzheimer’s Disease and Initial Eligibility Assessment for Newly Approved Therapies","year":2023,"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; Greenfield Research (Canada)","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cognition; Clinical Dementia Rating; Dementia; Disease; Specialty; Family medicine; Psychiatry; Internal medicine","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":[0.01413852,0.000720196,0.0009912249,0.01077574,0.0003635079,0.0014753,0.001516778,0.0006215072,0.004996732],"category_scores_gemma":[0.05180114,0.0003175554,0.001559533,0.003339418,0.0002605086,0.0007967994,0.0008176854,0.0006033418,0.002127554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011846,"about_ca_system_score_gemma":0.004499104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007873383,"about_ca_topic_score_gemma":0.01301405,"domain_scores_codex":[0.992595,0.003193627,0.001885182,0.0005309791,0.001664469,0.0001306856],"domain_scores_gemma":[0.9524152,0.01776141,0.008553619,0.001581387,0.01910908,0.000579395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001654082,0.0004490528,0.1071811,0.01296661,0.001499311,0.0008614976,0.00084806,0.004007536,0.001966337,0.002440717,0.1694675,0.6966582],"study_design_scores_gemma":[0.001490626,0.00172275,0.4953662,0.01582453,0.004758236,0.003099481,0.001507038,0.02174925,0.01616889,0.005795992,0.4317831,0.0007339235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.2830848,0.09523658,0.1951488,0.01052652,0.002006504,0.02979638,0.279381,0.01240066,0.0924188],"genre_scores_gemma":[0.5222718,0.02475467,0.3354961,0.0021674,0.001066541,0.01806073,0.08948699,0.0006490872,0.006046694],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01413852,"threshold_uncertainty_score":0.07477254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07137990797701127,"score_gpt":0.4717272500952374,"score_spread":0.4003473421182261,"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."}}