{"id":"W2139046272","doi":"10.1002/gps.1949","title":"Improvement in behavioural symptoms in patients with moderate to severe Alzheimer's disease by memantine: a pooled data analysis","year":2007,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging","keywords":"Memantine; Irritability; Placebo; Disinhibition; Internal medicine; Medicine; Donepezil; Alzheimer's disease; Psychology; Psychiatry; Dementia; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168286,0.0001820615,0.0003548883,0.0009823012,0.00007210208,0.00002656133,0.0007657851,0.00009401063,0.00004332351],"category_scores_gemma":[0.00003525734,0.000150555,0.0001084159,0.0007696535,0.0000132672,0.0004399175,0.0001805595,0.0004844685,0.00001088299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140493,"about_ca_system_score_gemma":0.0003342458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003552086,"about_ca_topic_score_gemma":0.001431473,"domain_scores_codex":[0.9971163,0.000133698,0.001280545,0.0003165941,0.0007783921,0.0003744776],"domain_scores_gemma":[0.9980973,0.00006181857,0.0008664568,0.0003293968,0.0003954495,0.0002495911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003095029,0.001370254,0.9902106,0.0000109909,0.0007074368,0.00001787173,0.0001595388,0.00004832925,0.00002431395,0.00004668451,0.002254149,0.002054816],"study_design_scores_gemma":[0.006231202,0.0001485174,0.9919351,0.0001641141,0.0005284065,0.00000114405,0.0001869052,0.0003200269,4.061448e-7,0.0002038952,0.00010841,0.0001718765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935163,0.0003688236,0.001767303,0.0013556,0.002146226,0.0004490675,0.0002820833,0.000009827296,0.0001047289],"genre_scores_gemma":[0.9969982,0.00003503895,0.001371507,0.0007395556,0.0003820982,0.00000989699,0.0003797093,0.00001926851,0.00006475138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003481834,"threshold_uncertainty_score":0.6139454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392576565061207,"score_gpt":0.3353316108542423,"score_spread":0.3214058452036302,"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."}}