{"id":"W4406200976","doi":"10.1002/alz.086509","title":"Diagnostic and analytical performance of plasma pTau181 and 217 in a clinical laboratory","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Clinical Practice; Internal medicine; Biomarker; Pathology; Oncology; Gastroenterology; Nuclear medicine; Chemistry; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007735129,0.0009229453,0.0005330713,0.001576725,0.0007094574,0.002451871,0.0009862605,0.001325724,0.001458157],"category_scores_gemma":[0.01461428,0.0004041556,0.0005129055,0.0009434696,0.0009415456,0.00060884,0.0007336022,0.0007117359,0.001175824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088869,"about_ca_system_score_gemma":0.001320211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337261,"about_ca_topic_score_gemma":0.003187035,"domain_scores_codex":[0.9891734,0.002858035,0.0007463432,0.002517475,0.004361472,0.0003433249],"domain_scores_gemma":[0.9922264,0.002129514,0.001461953,0.0008985033,0.00282689,0.0004568381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007071149,0.0008418529,0.6108695,0.0005843656,0.001148459,0.0008279859,0.0009724614,0.003649016,0.275181,0.0008460229,0.003861931,0.09414615],"study_design_scores_gemma":[0.0003044125,0.006754966,0.5812377,0.0002368194,0.0007221967,0.008579459,0.0004728451,0.02867419,0.3622074,0.0007859102,0.009858457,0.0001657675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649608,0.003267709,0.02135239,0.0004320877,0.0001450042,0.0004850785,0.001486954,0.001218822,0.006651152],"genre_scores_gemma":[0.9794425,0.0003230676,0.01726707,0.0003148379,0.00006107015,0.0002258585,0.001064821,0.00006265652,0.001238103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007735129,"threshold_uncertainty_score":0.0409078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3217933486991366,"score_gpt":0.5137877887030853,"score_spread":0.1919944400039487,"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."}}