{"id":"W4323812762","doi":"10.5507/bp.2023.011","title":"High pre-transplant Mucosal Associated Invariant T Cell (MAIT) count predicts favorable course of myeloid aplasia","year":2023,"lang":"en","type":"article","venue":"Biomedical Papers","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medicine Hat College","funders":"Univerzita Karlova v Praze","keywords":"Aplasia; Flow cytometry; Myeloid; Immunology; Cytotoxic T cell; Peripheral blood; Cell; Pure red cell aplasia; Transplantation; Medicine; Biology; Internal medicine; Bone marrow","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":[0.00019791,0.0002186382,0.000201273,0.0005001473,0.0002142697,0.0004041671,0.0001476304,0.0003118642,0.004755274],"category_scores_gemma":[0.001399602,0.00009783726,0.0001206308,0.0002728311,0.0002186622,0.0002386695,0.0001799223,0.0004863198,0.0003804483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009633225,"about_ca_system_score_gemma":0.000139834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001966,"about_ca_topic_score_gemma":0.0002386448,"domain_scores_codex":[0.9999037,0.0000186029,0.00001511661,0.00002307293,0.00001802947,0.00002155101],"domain_scores_gemma":[0.9990444,0.0002162358,0.0003717897,0.00003189244,0.00005368356,0.000281983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003387314,0.00003638184,0.9938359,0.00001121931,0.00001000559,0.0002430906,0.00002034138,0.00006527425,0.003047622,0.00002406943,0.00007604452,0.002291272],"study_design_scores_gemma":[0.00001010934,0.0003325723,0.9952727,0.000009244965,0.00002005311,0.002797936,0.00007243379,0.0003605154,0.0008545966,0.00004951611,0.0002172801,0.000003049847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991798,0.0002098502,0.0001041172,0.00003054215,0.000004243916,0.000004201831,0.00005167653,0.000007377307,0.0004081645],"genre_scores_gemma":[0.9996276,0.00005370885,0.00008964149,0.00001053681,0.00001177424,0.000002808046,0.00007841078,0.000001286457,0.0001243219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004755274,"threshold_uncertainty_score":0.015908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006801131036428787,"score_gpt":0.21164145920154,"score_spread":0.2048403281651112,"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."}}