{"id":"W4284683871","doi":"10.3233/jad-215707","title":"Precision Medicine Approach to Alzheimer’s Disease: Successful Pilot Project","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Cognitive decline; Randomized controlled trial; Memantine; Montreal Cognitive Assessment; Adverse effect; Disease; Clinical trial; Neurocognitive; Cognition; Rivastigmine; Internal medicine; Donepezil; Psychiatry","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":[0.02071534,0.001357145,0.001174091,0.0006203809,0.001130003,0.001433413,0.001293904,0.001540352,0.00459027],"category_scores_gemma":[0.007122353,0.0003546557,0.001779739,0.0005112131,0.001515104,0.00102178,0.001962003,0.001603094,0.001165734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009700014,"about_ca_system_score_gemma":0.00701805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250949,"about_ca_topic_score_gemma":0.001091108,"domain_scores_codex":[0.9954364,0.002840632,0.0002389394,0.0003794497,0.0006299803,0.0004745952],"domain_scores_gemma":[0.9947829,0.001479436,0.0005530744,0.0009125257,0.001051047,0.001221066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09392856,0.1135062,0.04330429,0.004064723,0.002863533,0.002391295,0.001680051,0.005609138,0.05837175,0.005242474,0.01769971,0.6513383],"study_design_scores_gemma":[0.09319767,0.6826533,0.08969093,0.001265017,0.004140138,0.002072417,0.0007567546,0.004676159,0.04949091,0.006171867,0.06573261,0.0001522699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883566,0.01020988,0.04383833,0.007231787,0.0005690202,0.03576718,0.003592793,0.0006319725,0.009802602],"genre_scores_gemma":[0.8648404,0.01023549,0.08738441,0.004815687,0.0009493236,0.02178625,0.004790329,0.0001319862,0.005066101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071534,"threshold_uncertainty_score":0.1095545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013479943076315,"score_gpt":0.3673261258256564,"score_spread":0.2971913263948933,"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."}}