{"id":"W4388034981","doi":"10.1503/cmaj.230595","title":"Disease-modifying drugs for Alzheimer disease: implications for people in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Dementia; Disease; Cognitive impairment; Alzheimer's disease; Medicine; Cognitive decline; Cognition; Gerontology; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001517821,0.0004093908,0.0006926797,0.001831515,0.004597642,0.002978074,0.00162629,0.003141347,0.02364983],"category_scores_gemma":[0.01027979,0.0002198563,0.0008908407,0.003038709,0.001657671,0.001422315,0.001163811,0.004045062,0.001647221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03811546,"about_ca_system_score_gemma":0.1719215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796735,"about_ca_topic_score_gemma":0.9923323,"domain_scores_codex":[0.9974981,0.0003030156,0.0002667066,0.0001531561,0.001251966,0.0005269728],"domain_scores_gemma":[0.9862934,0.0009846237,0.001055601,0.00008122077,0.007495299,0.004089786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001935358,0.0001637746,0.0268885,0.001861415,0.00007055653,0.0005687984,0.0004240317,0.0002947862,0.0001717563,0.007344398,0.8093051,0.1527133],"study_design_scores_gemma":[0.0004468647,0.0002316325,0.1650356,0.01924587,0.0007141728,0.00146501,0.004631735,0.00114863,0.000280753,0.01244284,0.7941342,0.0002226784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006937193,0.1276716,0.0002713573,0.7935473,0.004675419,0.0001213679,0.007057979,0.0001089856,0.05960875],"genre_scores_gemma":[0.253251,0.4119798,0.00614674,0.2783334,0.008968554,0.0002762354,0.006199243,0.0001117515,0.03473318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03811546,"threshold_uncertainty_score":0.2765483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946273181975183,"score_gpt":0.3107568110555428,"score_spread":0.2812940792357909,"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."}}