{"id":"W4406050446","doi":"10.1002/alz.085482","title":"Comparison of cerebrospinal fluid and plasma oxidative stress biomarkers","year":2024,"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; Montreal Neurological Institute and Hospital","funders":"","keywords":"TBARS; Oxidative stress; Cerebrospinal fluid; Glutathione; Thiobarbituric acid; Internal medicine; Dementia; Medicine; Endocrinology; Chemistry; Psychology; Pathology; Lipid peroxidation; Disease; Biochemistry","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":[0.0008312775,0.0004473133,0.0004803402,0.001416643,0.0003481201,0.0009711838,0.0002665264,0.000395221,0.001328616],"category_scores_gemma":[0.002704021,0.0001384802,0.0001739796,0.0007934326,0.0002637161,0.0003286786,0.0003845035,0.0002848211,0.0002855465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239005,"about_ca_system_score_gemma":0.0003081588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155751,"about_ca_topic_score_gemma":0.00112483,"domain_scores_codex":[0.9994255,0.0001168128,0.00006591865,0.0001363176,0.0001890599,0.00006644459],"domain_scores_gemma":[0.9985754,0.0003160472,0.0004602775,0.0000717994,0.0004037247,0.0001725892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002148912,0.0002019574,0.9504498,0.00016325,0.0002904055,0.0004438403,0.0008202046,0.0001076291,0.02241994,0.00006852573,0.0002577282,0.02262785],"study_design_scores_gemma":[0.00004671437,0.001283604,0.9891095,0.00003584148,0.0001296807,0.001331113,0.0006571255,0.0003851197,0.006159274,0.0001908324,0.0006559115,0.00001523876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984733,0.0005880992,0.000288828,0.00001766469,0.000008339352,0.00001753131,0.0002422337,0.000009581525,0.0003543448],"genre_scores_gemma":[0.9983605,0.0002211582,0.0007995471,0.00001635792,0.00001768959,0.00003806756,0.000347798,0.00000270532,0.0001962794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001416643,"threshold_uncertainty_score":0.004444659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271237455122928,"score_gpt":0.3560821787628801,"score_spread":0.3133698042116508,"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."}}