{"id":"W2018829905","doi":"10.1136/jnnp-2014-309236.167","title":"CSF IMMUNOPHENOTYPING IN PATIENTS WITH NEUROINFLAMMATORY DISEASE","year":2014,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Immunophenotyping; Immunology; CD8; Population; T cell; Medicine; Flow cytometry; Phenotype; CD137; Multiple sclerosis; Antibody; Monoclonal antibody; Immune system; Pathology; Biology; Genetics","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":[0.0004379863,0.0003133056,0.0002028072,0.001144115,0.0003564218,0.0004704009,0.0002374186,0.000468629,0.001259503],"category_scores_gemma":[0.001163862,0.0001116289,0.0001438925,0.0004827963,0.0003739357,0.0003259392,0.0003409209,0.0002398931,0.0003817533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522077,"about_ca_system_score_gemma":0.0002079172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277733,"about_ca_topic_score_gemma":0.001288079,"domain_scores_codex":[0.9997692,0.00004758824,0.00003626321,0.0000566105,0.00003909014,0.00005128535],"domain_scores_gemma":[0.9995942,0.000137395,0.00009968816,0.00002059433,0.00006982245,0.0000783031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140199,0.00005946337,0.9317409,0.00006960045,0.00002041176,0.005399171,0.0006182396,0.0001789462,0.03977579,0.00008832623,0.0007204519,0.0201885],"study_design_scores_gemma":[0.00003709475,0.0005213287,0.9654453,0.0000682325,0.00003578111,0.0227168,0.0008492151,0.0008050734,0.007832705,0.00025047,0.001420066,0.00001791298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980614,0.0004659659,0.0002811688,0.00007045379,0.00000953113,0.00001766572,0.0001554369,0.00001672437,0.0009215727],"genre_scores_gemma":[0.9988126,0.0002014294,0.0005803244,0.0001023194,0.00002089292,0.00001615985,0.0001481507,0.000003816273,0.0001143911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001277733,"threshold_uncertainty_score":0.004213452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003061958257076849,"score_gpt":0.1809108799566003,"score_spread":0.1778489216995235,"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."}}