{"id":"W4406049987","doi":"10.1002/alz.087640","title":"Longitudinal association between CSF markers of Alzheimer Disease and inflammation in preclinical Alzheimer Disease","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Alzheimer Society of Canada; McGill University Health Centre","funders":"","keywords":"Disease; Alzheimer's disease; Inflammation; Medicine; Association (psychology); Immunology; Internal medicine; Psychology","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":[0.001167137,0.0003519179,0.0003241508,0.0006333201,0.0004677822,0.0005747991,0.0002645908,0.0004415656,0.0008169537],"category_scores_gemma":[0.002050385,0.0002387781,0.0002432138,0.0005645361,0.000179953,0.000387044,0.0003406173,0.0007411869,0.000194493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065895,"about_ca_system_score_gemma":0.0002963922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276961,"about_ca_topic_score_gemma":0.002910185,"domain_scores_codex":[0.9996952,0.00007730557,0.00002693459,0.00008460627,0.00005871604,0.00005720283],"domain_scores_gemma":[0.9984654,0.0002114916,0.000562845,0.0001265674,0.0003794048,0.0002542231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006299292,0.00005734961,0.9960307,0.000009737813,0.00005400687,0.00005203865,0.00007397411,0.00003603188,0.00153903,0.00001666645,0.00008246774,0.001417878],"study_design_scores_gemma":[0.000009889653,0.000263049,0.9987189,0.000005103283,0.00004757344,0.0001767183,0.00005937086,0.0001394987,0.0003274732,0.00004460425,0.0002038195,0.000004102744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998731,0.0005160753,0.0001582928,0.00002595779,0.000005861391,0.000006036003,0.0003445634,0.000006199282,0.0002061484],"genre_scores_gemma":[0.9987956,0.0001476676,0.000234473,0.00001986888,0.000009491601,0.00001383097,0.0005760179,0.000002132607,0.0002008396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00276961,"threshold_uncertainty_score":0.006172478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119243708166756,"score_gpt":0.3544502551229067,"score_spread":0.3032578180412392,"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."}}