{"id":"W4403216419","doi":"10.21203/rs.3.rs-5118485/v1","title":"Lymphotoxin-driven meningeal BAFF/CXCL13 imbalance and grey matter injury","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Chemokine receptors and signaling","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lymphotoxin; Grey matter; B-cell activating factor; Medicine; Internal medicine; Immunology; Radiology; Antibody; Tumor necrosis factor alpha; Magnetic resonance imaging","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":[0.0002238985,0.0003644417,0.0003350341,0.0003655573,0.0002926694,0.0009179115,0.0001692282,0.0007913125,0.005009719],"category_scores_gemma":[0.0003631629,0.0001491405,0.0002538866,0.0002479597,0.0005947817,0.000377177,0.0004943565,0.001148689,0.0006854173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000713388,"about_ca_system_score_gemma":0.0006689796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413272,"about_ca_topic_score_gemma":0.001056161,"domain_scores_codex":[0.9998228,0.00002823751,0.000008570857,0.00003399662,0.00004277344,0.0000636488],"domain_scores_gemma":[0.9997982,0.00001809999,0.00008395251,0.00002289393,0.0000194186,0.00005739841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006589356,0.0003334063,0.01060469,0.0004304168,0.0001476008,0.003018748,0.0001751803,0.0003775426,0.9478486,0.003727349,0.002641392,0.02410572],"study_design_scores_gemma":[0.0006333363,0.002887113,0.2542973,0.0003670443,0.0004947895,0.0116993,0.001214453,0.004425433,0.6814835,0.01409914,0.02832166,0.00007679974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849386,0.005212958,0.003220728,0.001431774,0.0002719095,0.00004009865,0.000784186,0.0001234294,0.00397636],"genre_scores_gemma":[0.9919124,0.001529744,0.0007900035,0.0002520675,0.0001110082,0.00003518685,0.0003427259,0.00002620652,0.005000703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005009719,"threshold_uncertainty_score":0.01675916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886840312027067,"score_gpt":0.3947442519734781,"score_spread":0.3558758488532074,"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."}}