{"id":"W4390197005","doi":"10.1002/alz.081995","title":"Association between glial and synaptic fluid biomarkers and brain [18F]FDG‐PET signal","year":2023,"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":"Cerebrospinal fluid; Pathology; Neuroimaging; Medicine; Glymphatic system; Neuroscience; Chemistry; Biology","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":[0.00017454,0.0002936457,0.0001938204,0.0005001175,0.00009069155,0.0003041017,0.0001446501,0.0002388066,0.001283312],"category_scores_gemma":[0.0002416324,0.0001389012,0.00009847242,0.0002172915,0.0002270178,0.0001520642,0.0001287795,0.0002304252,0.0001510696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342119,"about_ca_system_score_gemma":0.0000759002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009323659,"about_ca_topic_score_gemma":0.001000946,"domain_scores_codex":[0.999933,0.000007655218,0.000005574853,0.00001955746,0.00001473599,0.00001940152],"domain_scores_gemma":[0.9997348,0.00004422955,0.0001054012,0.00001917363,0.00004385447,0.00005254844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001937952,0.00008608917,0.09489811,0.00006163275,0.00006632893,0.0006897247,0.00008260156,0.0001003035,0.8955395,0.00007110168,0.00007507178,0.006391668],"study_design_scores_gemma":[0.00002371902,0.0007874051,0.8751531,0.00001227274,0.00009616982,0.003094768,0.0001989189,0.0007930766,0.1191373,0.0001522319,0.0005371381,0.00001383421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989226,0.000298797,0.0004402441,0.00001374253,0.000002227897,0.000003069398,0.00006678219,0.00001238228,0.0002400739],"genre_scores_gemma":[0.9985384,0.0001904919,0.0007008559,0.000011586,0.000003329886,0.000008396558,0.0001255781,0.00000582102,0.0004155682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001283312,"threshold_uncertainty_score":0.004293144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799198657981793,"score_gpt":0.303616278379776,"score_spread":0.2756242917999581,"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."}}