{"id":"W4210753224","doi":"10.1002/art.42080","title":"<scp>Aptamer‐Based</scp> Screen of Neuropsychiatric Lupus Cerebrospinal Fluid Reveals Potential Biomarkers That Overlap With the Choroid Plexus Transcriptome","year":2022,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"National Institutes of Health; Lupus Research Alliance","keywords":"Cerebrospinal fluid; Lipocalin; Choroid plexus; Medicine; Pathology; Haptoglobin; Immunology; Internal medicine; Gastroenterology; Central nervous system","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":[0.0003169623,0.0003277002,0.0002480051,0.0004413947,0.000156064,0.0003732261,0.0001606343,0.0002780251,0.0007930011],"category_scores_gemma":[0.000513741,0.00009293203,0.0001847942,0.0002065956,0.0001847234,0.0001232821,0.0001854836,0.0002168271,0.0002838818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994695,"about_ca_system_score_gemma":0.0002325491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219516,"about_ca_topic_score_gemma":0.001431271,"domain_scores_codex":[0.9997984,0.00002588109,0.00001743733,0.00006308588,0.00006584151,0.00002948585],"domain_scores_gemma":[0.9997264,0.00005947873,0.0001001409,0.00001458726,0.00006326239,0.00003613069],"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":[0.0004496183,0.00008605856,0.06884021,0.0001066024,0.00006861737,0.0008273547,0.00008026737,0.0005764973,0.9152331,0.00003374662,0.0003236819,0.01337429],"study_design_scores_gemma":[0.00005831707,0.001451367,0.45732,0.00003096505,0.0001104643,0.005838572,0.0001695127,0.006063253,0.5263478,0.0001072376,0.002483072,0.00001956911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973694,0.0004619771,0.001175132,0.0000790436,0.00000585889,0.00004008425,0.0002432704,0.00005376321,0.000571389],"genre_scores_gemma":[0.9954998,0.0001930846,0.003253886,0.0001106887,0.00001090897,0.0000330314,0.0003036833,0.000008462392,0.0005865234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001219516,"threshold_uncertainty_score":0.002652884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221411989882496,"score_gpt":0.2415350787404514,"score_spread":0.2293209588416265,"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."}}