{"id":"W4400829764","doi":"10.1101/2024.07.17.600758","title":"Distinct tissue-niche localization and function of synovial tissue myeloid DC subsets in health, and in active and remission Rheumatoid Arthritis","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Versus Arthritis; National Institute for Health and Care Research; Wellcome Trust","keywords":"Rheumatoid arthritis; Niche; Function (biology); Medicine; Myeloid; Immunology; Biology; Cell 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":[0.0001725488,0.0001424678,0.0001694229,0.0004644282,0.0001473304,0.0003483695,0.0001012717,0.0002000945,0.001214813],"category_scores_gemma":[0.000109723,0.0001329587,0.0001945464,0.0002000024,0.0001829705,0.0001252293,0.0001790075,0.0002495816,0.0002796398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079206,"about_ca_system_score_gemma":0.0001700884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007806318,"about_ca_topic_score_gemma":0.001241643,"domain_scores_codex":[0.9998481,0.00002002788,0.00001254555,0.000044033,0.00003468794,0.00004060322],"domain_scores_gemma":[0.9999219,0.00001149769,0.00002061899,0.000007798839,0.00001197616,0.00002622867],"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":[0.0003476291,0.00001269534,0.004514536,0.00007349219,0.000009735655,0.00008087866,0.00009566678,0.0000609335,0.9915324,0.0001036568,0.00006468356,0.003103748],"study_design_scores_gemma":[0.00007715597,0.0008969334,0.5220884,0.00006079216,0.0001244403,0.001940819,0.001088968,0.001780413,0.4633339,0.000465858,0.008113062,0.00002919887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935343,0.003198658,0.001401211,0.00003608948,0.000009694453,0.00002527145,0.0009501649,0.00003356769,0.0008111077],"genre_scores_gemma":[0.9966306,0.0006499048,0.0008324523,0.00003693777,0.000008927413,0.00003790163,0.0006902457,0.000007382644,0.001105797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001214813,"threshold_uncertainty_score":0.004063904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107161440606442,"score_gpt":0.2540392777931793,"score_spread":0.2429676633871148,"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."}}