{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002019587,0.0004853015,0.000649782,0.00006743172,0.0002144507,0.00004754265,0.001099347,0.0002965781,0.004249323],"category_scores_gemma":[0.0005825374,0.0004805276,0.000449093,0.0003571928,0.0004498557,0.0002168632,0.001339947,0.0004016687,0.002397451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007508856,"about_ca_system_score_gemma":0.0002840908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502936,"about_ca_topic_score_gemma":0.000133553,"domain_scores_codex":[0.9963735,0.000541398,0.0005978273,0.001264751,0.0006030483,0.0006194864],"domain_scores_gemma":[0.9983708,0.0003584877,0.0003051603,0.0005595683,0.0000139214,0.0003920913],"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":[0.0000501729,0.0003446178,0.05068545,0.0004330893,0.0002882785,0.0002936875,0.000003173527,0.0001929039,1.365728e-8,0.001657142,0.0164657,0.9295858],"study_design_scores_gemma":[0.0001996163,0.00003495001,0.04679673,0.0004341966,0.0008569691,0.00005043918,7.930014e-7,0.0001388078,7.444778e-9,0.001508206,0.9496692,0.0003101272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006009516,0.9728214,0.0004063215,0.0016936,0.002036983,0.0009726575,0.003516305,0.0001003598,0.01839232],"genre_scores_gemma":[0.0004813317,0.9938055,0.0000774083,0.004015419,0.0002541924,0.0003650888,0.0007366995,0.00002389934,0.0002405198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9332035,"threshold_uncertainty_score":0.9997646,"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."}}