{"id":"W2294712078","doi":"10.1038/bmt.2016.59","title":"Inadvertent completely HLA-mismatched allogeneic unrelated bone marrow transplant: lessons learned","year":2016,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Human leukocyte antigen; Bone marrow transplant; Bone marrow; Histocompatibility Testing; Histocompatibility; Bone marrow transplantation; Immunology; Bone transplantation; Surgery; Antigen","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006698678,0.0006470311,0.0009639508,0.0004537963,0.0002458315,0.00004471933,0.0002056854,0.0004905738,0.000806595],"category_scores_gemma":[0.00003157478,0.000512681,0.0003709137,0.000509778,0.0002067467,0.0003182924,0.00001005543,0.0003637275,0.0005575828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147206,"about_ca_system_score_gemma":0.0002002284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001625117,"about_ca_topic_score_gemma":0.000236689,"domain_scores_codex":[0.9955943,0.0002952804,0.00123014,0.0009685779,0.001017403,0.0008943019],"domain_scores_gemma":[0.9979634,0.0004369166,0.0002868492,0.0006155511,0.0002042332,0.0004930575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004077841,0.0003835639,0.007199323,0.001562038,0.0003128277,0.001850685,0.002662398,0.00003409336,0.9643384,0.001707323,0.000303922,0.0155676],"study_design_scores_gemma":[0.06100675,0.002228613,0.2309271,0.009183644,0.006394725,0.0164382,0.0007443353,0.001279102,0.65994,0.002923635,0.005300243,0.00363368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223366,0.0005141456,0.05312066,0.01576398,0.0005090168,0.001774044,0.0007388775,0.0007282593,0.004514421],"genre_scores_gemma":[0.9904548,0.003380266,0.001929425,0.0005386705,0.0001123097,0.0001404769,0.001378957,0.0001418641,0.001923257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3043984,"threshold_uncertainty_score":0.9997325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607277325694369,"score_gpt":0.2857809819632628,"score_spread":0.2397082087063191,"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."}}