{"id":"W4312086306","doi":"10.1002/alz.069405","title":"Lifetime clinical benefits of lecanemab in early Alzheimer’s disease using simulation modeling","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dementia; Disease; Medicine; Clinical trial; Alzheimer's disease; Cognitive decline; Gerontology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503917,0.001004083,0.001345082,0.0007856412,0.0004003827,0.001245661,0.001016242,0.001475726,0.003657142],"category_scores_gemma":[0.006956489,0.0004668768,0.001647329,0.0006449168,0.0004040577,0.0005200801,0.0007439053,0.001228513,0.0002503326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020958,"about_ca_system_score_gemma":0.002220667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04303877,"about_ca_topic_score_gemma":0.02046842,"domain_scores_codex":[0.999529,0.0002822563,0.0000211836,0.00005707116,0.0000382661,0.00007217319],"domain_scores_gemma":[0.9922969,0.006532722,0.0004594249,0.00009685653,0.0003628264,0.0002513425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002117264,0.00007240985,0.003492093,0.00004449272,0.00009428411,0.00005826568,0.00001681762,0.9926237,0.00008289853,0.001254977,0.0004394601,0.001608891],"study_design_scores_gemma":[0.0000845133,0.00007284009,0.0004864892,0.00001666092,0.00006059481,0.00001286372,0.00001223309,0.9975269,0.00005812576,0.001316914,0.0003438521,0.000007946725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897723,0.004402096,0.06927224,0.004409267,0.0002499567,0.0003420673,0.004558671,0.0003403648,0.01870238],"genre_scores_gemma":[0.9896605,0.0007179047,0.005804026,0.0002444281,0.0000441988,0.000246448,0.001062642,0.0000261874,0.002193529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04303877,"threshold_uncertainty_score":0.08557653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161666132823912,"score_gpt":0.384040782396065,"score_spread":0.2678741691136739,"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."}}