{"id":"W4312087567","doi":"10.1002/alz.065854","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; Cohort; Medicine; Correlation; Psychology; Pathology; Nuclear medicine; Endocrinology","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":[0.001557024,0.0007348799,0.0003650659,0.002674298,0.0002702451,0.00104507,0.000291519,0.000458666,0.001042234],"category_scores_gemma":[0.002537978,0.0001928092,0.00031071,0.0006884234,0.000296948,0.0003870062,0.0003637173,0.0003123474,0.0002891523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519813,"about_ca_system_score_gemma":0.0002283851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666182,"about_ca_topic_score_gemma":0.002583344,"domain_scores_codex":[0.9995871,0.0001157155,0.00004401088,0.0001015244,0.0001022161,0.00004939441],"domain_scores_gemma":[0.9987801,0.0003830908,0.0003120918,0.00008162663,0.0002666025,0.0001765823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038288,0.00007132832,0.9784468,0.00004300169,0.000205343,0.0001797724,0.0001141065,0.0004403346,0.008006033,0.00006466205,0.0001624861,0.01122784],"study_design_scores_gemma":[0.00001948462,0.0004182078,0.9894317,0.00002547964,0.0001229546,0.0008715126,0.0001665665,0.003634601,0.004668409,0.0002316925,0.0003944007,0.00001494725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972793,0.001106675,0.0005774157,0.00002571975,0.000008181966,0.00001250522,0.0002376662,0.00003060048,0.000721918],"genre_scores_gemma":[0.9987742,0.0001348463,0.0007141283,0.00001493369,0.000009606439,0.00001146321,0.0001478202,0.000004945881,0.0001879576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002674298,"threshold_uncertainty_score":0.008234441,"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."}}