{"id":"W4411216500","doi":"10.58840/xaa0wd39","title":"Early Detection of Alzheimer’s Disease: Biomarkers and Cognitive Screening Tools","year":2025,"lang":"en","type":"article","venue":"OTS Canadian Journal","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Alzheimer's disease; Cognition; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005932259,0.0007246431,0.0009942789,0.004031915,0.0004903743,0.00233248,0.0006920343,0.0005932802,0.0009020817],"category_scores_gemma":[0.01470184,0.0002632647,0.0004618732,0.004198798,0.0005028174,0.001149081,0.0008072685,0.0005763112,0.0002479196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362858,"about_ca_system_score_gemma":0.003092415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02235981,"about_ca_topic_score_gemma":0.03707477,"domain_scores_codex":[0.9966415,0.001908824,0.00022665,0.0002845377,0.0007950598,0.0001433924],"domain_scores_gemma":[0.9967553,0.001424104,0.0008096594,0.0001487843,0.0006315934,0.00023061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009026511,0.0003707617,0.54918,0.0008169162,0.0005323918,0.0002690204,0.0004852996,0.003013837,0.006274858,0.002638439,0.002628264,0.4328876],"study_design_scores_gemma":[0.00009362583,0.000926373,0.9417371,0.0005638966,0.000613058,0.0008390272,0.0009177971,0.02846731,0.004487686,0.01190145,0.009331082,0.0001217095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8548304,0.04382299,0.07587066,0.008443451,0.0002762059,0.0006001415,0.003630188,0.0005984384,0.01192765],"genre_scores_gemma":[0.9245603,0.005431462,0.06776073,0.0004555139,0.00009921798,0.00020095,0.0007428068,0.00001581911,0.0007331402],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02235981,"threshold_uncertainty_score":0.04445934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066510276843069,"score_gpt":0.2261670784555281,"score_spread":0.2155019756870974,"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."}}