{"id":"W3001671555","doi":"10.3390/sci3010012","title":"Role of Peripheral Immune Cells in Multiple Sclerosis and Experimental Autoimmune Encephalomyelitis","year":2021,"lang":"en","type":"article","venue":"Sci","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Terry Fox Foundation","keywords":"Experimental autoimmune encephalomyelitis; Immune system; Multiple sclerosis; Immunology; Innate immune system; Acquired immune system; Encephalomyelitis; Autoimmune disease; Innate lymphoid cell; Biology; Medicine; Antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001806264,0.0001350202,0.0004046236,0.0000922141,0.00007728674,0.00001948417,0.00007768572,0.00005870173,0.0004687482],"category_scores_gemma":[0.000202483,0.000127161,0.00008188754,0.0002714825,0.0002762017,0.0000959934,0.0002498238,0.0001663737,0.000009693968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009258461,"about_ca_system_score_gemma":0.00009262567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006976876,"about_ca_topic_score_gemma":0.00009749621,"domain_scores_codex":[0.9986448,0.00007344836,0.0003230747,0.0003002819,0.0003359517,0.0003224097],"domain_scores_gemma":[0.9993665,0.00009028317,0.00004825658,0.0002888427,0.0001110245,0.00009508494],"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":[0.00009549206,0.0002312558,0.0265046,0.00005014307,0.00003774315,0.00001541639,0.002388452,0.000006408547,0.9607795,0.0000155441,0.00005298034,0.009822492],"study_design_scores_gemma":[0.001805225,0.00008808173,0.5166993,0.0001649657,0.000004950279,0.00000498431,0.003440894,0.0004817614,0.4767994,0.000006582643,0.0004351613,0.00006873255],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821763,0.0157543,0.000002261934,0.0002474516,0.00007494316,0.0002636531,0.00002304204,0.00002194627,0.001436129],"genre_scores_gemma":[0.9965647,0.001108059,0.001745203,0.00003605379,0.00004187693,0.00004770602,0.00001235457,0.00001649731,0.0004275851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4901946,"threshold_uncertainty_score":0.5185474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841301938959356,"score_gpt":0.2859210846466512,"score_spread":0.2475080652570577,"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."}}