{"id":"W3165507001","doi":"10.1111/trf.14903","title":"Abstract Presentations from the AABB Annual Meeting Boston, MA, October 13–16, 2018","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Gerontology; Family medicine","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":[],"category_scores_codex":[0.0002624005,0.0002164715,0.0002437401,0.00005492588,0.0004925541,0.00003467335,0.0001611311,0.0001657481,0.002553232],"category_scores_gemma":[0.00003111175,0.000143834,0.0001655087,0.0002470369,0.0002066548,0.0001798556,0.00002337428,0.0003424491,0.0003453033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002613281,"about_ca_system_score_gemma":0.00005830532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009581366,"about_ca_topic_score_gemma":0.004858811,"domain_scores_codex":[0.9983936,0.00005435562,0.0003593058,0.0004046516,0.0004537099,0.0003343583],"domain_scores_gemma":[0.9989764,0.0001855315,0.0000557468,0.0004593266,0.0001677024,0.0001552645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002943449,0.002071398,0.1913259,0.0001605914,0.0005777486,0.0001213621,0.0329537,0.00001361393,0.4909126,0.0007152535,0.1359338,0.1422705],"study_design_scores_gemma":[0.003803618,0.000450867,0.885232,0.000338868,0.0004440248,0.00003300178,0.001848974,0.00009488685,0.02972826,0.0004229399,0.07730146,0.0003011003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645464,0.0004524722,0.0009420029,0.005536778,0.0005959537,0.0006580668,0.0001226817,0.0001357249,0.02700986],"genre_scores_gemma":[0.9956807,0.0004379575,0.0003858454,0.001054084,0.001312318,0.00001986856,0.0001386776,0.00004329638,0.0009272794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6939061,"threshold_uncertainty_score":0.9983585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672230622412516,"score_gpt":0.2733445954049004,"score_spread":0.2566222891807752,"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."}}