{"id":"W2169249173","doi":"10.1373/clinchem.2015.241901","title":"Biomarkers, Assays, and Therapies for Alzheimer Disease","year":2015,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Alzheimer's disease; Disease; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003158665,0.0001286453,0.0002395481,0.000009980908,0.00004397399,0.00002012152,0.00006181243,0.00009985916,0.00006665675],"category_scores_gemma":[0.0006621851,0.00009681695,0.0001551098,0.0000452144,0.0002653526,0.00004060777,0.00004961947,0.0001111044,0.00002625589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709537,"about_ca_system_score_gemma":0.0003325674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002131534,"about_ca_topic_score_gemma":1.120288e-7,"domain_scores_codex":[0.9989791,0.00002613443,0.0002389359,0.0003130925,0.0002076032,0.0002351286],"domain_scores_gemma":[0.9978291,0.0002562131,0.00004662437,0.0002909665,0.0001334811,0.001443575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004242184,0.0012651,0.9225709,0.0001490457,0.01181564,0.0001889228,0.00001891718,4.00106e-8,0.00005878019,0.00002781794,0.04529678,0.01436584],"study_design_scores_gemma":[0.06939737,0.002481082,0.6988218,0.0006215621,0.01723832,0.0001262998,0.0009580094,0.001373977,0.01184743,0.01376455,0.1816152,0.001754416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110153,0.07992072,0.00002012813,0.005044695,0.00009396132,0.0006462625,0.0001485102,0.00009689308,0.003013576],"genre_scores_gemma":[0.9979917,0.0003099235,0.0005315403,0.0002843423,0.0003493888,0.00007236252,0.0001797143,0.00002204531,0.0002589168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2237491,"threshold_uncertainty_score":0.3948081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551331188141926,"score_gpt":0.434551593129596,"score_spread":0.2794184743154035,"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."}}