{"id":"W4411382333","doi":"10.3390/neurolint17060092","title":"Global Diseases Deserve Global Solutions: Alzheimer’s Disease","year":2025,"lang":"en","type":"review","venue":"Neurology International","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Lakeridge Health; University Health Network","funders":"","keywords":"Medicine; Disease; Intensive care medicine; Alzheimer's disease; Pathology","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":[0.002891019,0.001384664,0.001752969,0.001573666,0.002288756,0.007862839,0.001240415,0.007399136,0.05528333],"category_scores_gemma":[0.007268539,0.0003538543,0.001341652,0.00214389,0.003188255,0.01286442,0.005493353,0.009852433,0.02162122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247885,"about_ca_system_score_gemma":0.009145035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838743,"about_ca_topic_score_gemma":0.004894669,"domain_scores_codex":[0.9973556,0.0009393958,0.0001703975,0.0003185662,0.0007818831,0.0004343145],"domain_scores_gemma":[0.992841,0.001961143,0.0004321077,0.0003269809,0.002561359,0.00187742],"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":[0.00004713418,0.00003257804,0.0004743077,0.002698811,0.00005587424,0.0002095191,0.0006500139,0.00009021279,0.000376716,0.02088135,0.7942438,0.1802396],"study_design_scores_gemma":[0.000006563982,0.00001726317,0.0003852497,0.001366609,0.00002160059,0.0001888551,0.0005674565,0.00002297437,0.00004686092,0.008115868,0.9892467,0.00001396153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0007366359,0.3842047,0.001574142,0.4770901,0.09068991,0.00005992169,0.0005954703,0.000558129,0.044491],"genre_scores_gemma":[0.02236488,0.5381588,0.00467671,0.3148531,0.06072385,0.0001238753,0.001258868,0.0002941332,0.05754574],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05528333,"threshold_uncertainty_score":0.1849411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927959862975426,"score_gpt":0.358140531534739,"score_spread":0.3088609329049847,"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."}}