{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004530595,0.0002094674,0.0003680316,0.0001628639,0.0001596942,0.00001118146,0.0002199564,0.0004959814,0.003019278],"category_scores_gemma":[0.0001129132,0.0001709695,0.0001316051,0.0004206658,0.0003391948,0.00007979381,0.00005124814,0.0004024249,0.001125625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008416932,"about_ca_system_score_gemma":0.0001931647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003814472,"about_ca_topic_score_gemma":0.00002100864,"domain_scores_codex":[0.9983972,0.0001955512,0.0004897945,0.0003118157,0.0001376281,0.0004680392],"domain_scores_gemma":[0.9992013,0.0002366639,0.0001960258,0.0002231784,0.00007470623,0.00006810688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003312152,0.0004771713,0.0004769419,0.00005594264,0.0002651211,0.0000223547,0.0005432303,0.000009249622,0.8591138,0.0001120802,0.1380727,0.0005202122],"study_design_scores_gemma":[0.008274142,0.00196101,0.1193626,0.0003696294,0.0003653812,0.0001048283,0.00190631,0.0002520354,0.2633318,0.00004760492,0.6033023,0.0007224267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812945,0.0004311512,0.00007381394,0.0008403276,0.01160926,0.0003499,0.0002492226,0.0004136206,0.004738197],"genre_scores_gemma":[0.9816498,0.0003021554,0.000009359216,0.0002641923,0.00006663717,0.00002194808,0.002544702,0.00002317389,0.015118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595782,"threshold_uncertainty_score":0.9996521,"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."}}