{"id":"W2885800496","doi":"10.1111/cns.13035","title":"A review of clinical treatment considerations of donepezil in severe Alzheimer's disease","year":2018,"lang":"en","type":"review","venue":"CNS Neuroscience & Therapeutics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Alzheimer Society of Manitoba; Research Manitoba","keywords":"Donepezil; Medicine; Adverse effect; Placebo; Disease; Cholinesterase; Clinical trial; Rivastigmine; Alzheimer's disease; Dementia; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008801583,0.0003145724,0.001905056,0.0002275232,0.00005473628,0.00001556347,0.0002242934,0.0001109793,0.0001408387],"category_scores_gemma":[0.0003717442,0.0002142845,0.0007085777,0.0006927191,0.0009201859,0.00006338469,0.00009375518,0.000275001,0.00001706327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004470731,"about_ca_system_score_gemma":0.002724427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005568988,"about_ca_topic_score_gemma":0.000002867786,"domain_scores_codex":[0.9964441,0.0005987597,0.001531359,0.0005621724,0.0005379922,0.0003256027],"domain_scores_gemma":[0.9977233,0.0004581116,0.0005683649,0.0006911461,0.0003056169,0.0002534045],"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":[0.000067872,0.002381404,0.003356372,0.03611802,0.0002135729,0.000119144,0.00003409517,7.797471e-8,0.000007078734,0.00007814499,0.0003871282,0.9572371],"study_design_scores_gemma":[0.0008224427,0.001666693,0.002566806,0.06596124,0.005053493,0.00005987205,0.000005846791,0.00001743278,0.0000147874,0.00004748677,0.9235952,0.0001886464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001597684,0.9964437,0.000007651573,0.0002841044,0.0002276702,0.002232072,0.0001130505,0.00001222671,0.0005197673],"genre_scores_gemma":[0.0006169017,0.996394,0.00007215029,0.002511885,0.00006917907,0.0001204009,0.00002899051,0.00002680173,0.000159677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9570484,"threshold_uncertainty_score":0.8738269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3482636923437861,"score_gpt":0.5194537027041268,"score_spread":0.1711900103603408,"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."}}