{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005342059,0.0005094626,0.001049606,0.001174353,0.0003045517,0.0007875902,0.0003817897,0.0008752716,0.002194816],"category_scores_gemma":[0.0003591663,0.0001296359,0.0003305874,0.001077517,0.0005499704,0.0006873626,0.000609752,0.001061289,0.0007124633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651612,"about_ca_system_score_gemma":0.0007116172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005993279,"about_ca_topic_score_gemma":0.0007093195,"domain_scores_codex":[0.9996774,0.00009398929,0.0000505876,0.00005004107,0.00008427139,0.00004373577],"domain_scores_gemma":[0.9998203,0.00005393594,0.00004036019,0.000006427186,0.00005230922,0.00002659314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008160602,0.0002730531,0.001769336,0.02559601,0.0001766433,0.00296931,0.0006210954,0.0003785098,0.05653673,0.01479126,0.01895278,0.8771192],"study_design_scores_gemma":[0.00007876012,0.00095523,0.01025482,0.003956563,0.0003322452,0.008543015,0.0003630497,0.0001850852,0.01653552,0.007138477,0.9516046,0.00005274992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001386722,0.9959586,0.0002988689,0.0002560587,0.0003512651,0.000008571197,0.00002082667,0.00001177992,0.001707262],"genre_scores_gemma":[0.0198165,0.9749078,0.0008590015,0.0005466059,0.0008863608,0.00004127259,0.00009672387,0.000005784187,0.002839992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002194816,"threshold_uncertainty_score":0.007342398,"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."}}