{"id":"W4312086819","doi":"10.1002/alz.067439","title":"Comparison of plasma amyloid, tau, and astrocyte biomarkers to identify AD pathophysiology","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pathophysiology; Internal medicine; Medicine; Cohort; Correlation; Area under the curve; Pathology; Nuclear medicine; Psychology; Endocrinology; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001591752,0.0007747495,0.0003855329,0.002435725,0.0002650336,0.001007543,0.0002913959,0.0004494836,0.001033075],"category_scores_gemma":[0.002640842,0.0001897596,0.0003140617,0.0006660136,0.0002838257,0.0003836793,0.0003588363,0.0003061596,0.0002945115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488683,"about_ca_system_score_gemma":0.0002320706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508491,"about_ca_topic_score_gemma":0.002554954,"domain_scores_codex":[0.9995832,0.0001144461,0.00004372614,0.000106378,0.00010436,0.00004787323],"domain_scores_gemma":[0.9986688,0.000425827,0.0003318508,0.00009111218,0.0002881108,0.0001943311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106816,0.0000686235,0.9774878,0.0000454717,0.0002218244,0.0001642523,0.0001077412,0.0005122646,0.008750652,0.00006172079,0.0001650496,0.01130771],"study_design_scores_gemma":[0.00002057296,0.000456963,0.9885726,0.00002431429,0.0001374648,0.0008085412,0.0001485467,0.004078696,0.005133385,0.0002256284,0.0003777379,0.00001550778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972007,0.001091748,0.0006353786,0.00002422943,0.000008199662,0.00001300996,0.000270318,0.00003268306,0.0007237087],"genre_scores_gemma":[0.9986553,0.0001325488,0.0008163606,0.00001467372,0.00000942405,0.00001242695,0.0001733732,0.000005696868,0.0001800668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002508491,"threshold_uncertainty_score":0.008418143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954022236854372,"score_gpt":0.3574139480091947,"score_spread":0.317873725640651,"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."}}