{"id":"W3096086145","doi":"10.1182/blood-2020-141478","title":"Urgent Transfusion in a New Patient with Rare Blood Type","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian Blood Services; University of Toronto","funders":"","keywords":"Medicine; Antibody; Blood type (non-human); Cord blood; Blood transfusion; Internal medicine; Surgery; Immunology; Blood typing","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":[],"consensus_categories":[],"category_scores_codex":[0.00003064827,0.0001515139,0.0002589891,0.00005210175,0.00003080468,0.000009056072,0.00005128402,0.00008000518,0.0003856129],"category_scores_gemma":[0.00002036968,0.0001116656,0.00005909274,0.0004146829,0.00001488769,0.00004280785,0.0000136304,0.0002144023,0.00002754919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005714508,"about_ca_system_score_gemma":0.0002119192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912418,"about_ca_topic_score_gemma":0.0001621833,"domain_scores_codex":[0.999002,0.00001903434,0.0002071641,0.0003001406,0.0002591896,0.0002124224],"domain_scores_gemma":[0.999355,0.00001176052,0.00002653948,0.0001638521,0.00003825645,0.0004045881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009042258,0.01831733,0.5484994,0.001295308,0.001192989,0.01169935,0.0297549,0.00006214834,0.3010516,0.0007709585,0.002595645,0.07571806],"study_design_scores_gemma":[0.1623532,0.04776653,0.1802842,0.002777033,0.006674913,0.002600161,0.002076672,0.0003093021,0.5294242,0.0001662047,0.06356026,0.002007323],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927582,0.0009100673,0.00006345486,0.003943345,0.00004691908,0.0005424839,0.000004031621,0.0000715894,0.001659912],"genre_scores_gemma":[0.9970163,0.0002743977,0.0009176415,0.001536353,0.0001335166,0.000006797577,0.00002210844,0.00002904158,0.00006388655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682152,"threshold_uncertainty_score":0.4553591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438316434016216,"score_gpt":0.2085660795019589,"score_spread":0.1941829151617967,"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."}}