{"id":"W2792918523","doi":"10.1016/j.transci.2018.02.024","title":"Cold agglutinin disease complicating management of aortic dissection","year":2018,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Blood groups and transfusion","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cold agglutinin disease; Medicine; Cold Agglutinin; Bentall procedure; Aortic dissection; Ascending aorta; Cardiopulmonary bypass; Deep hypothermic circulatory arrest; Surgery; Fresh frozen plasma; Cardiac surgery; Anesthesia; Internal medicine; Aorta; Anemia; Autoimmune hemolytic anemia; Immunology","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":[0.000229068,0.00008892976,0.0001368606,0.0000753149,0.0003082241,0.00001673656,0.00008752593,0.00002182483,0.0001493914],"category_scores_gemma":[0.000008256543,0.00006990856,0.00004255922,0.0005754475,0.0006263268,0.00008787499,0.00002515349,0.00005583848,0.0000060483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001041053,"about_ca_system_score_gemma":0.00003037124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005470031,"about_ca_topic_score_gemma":0.00001804117,"domain_scores_codex":[0.9989458,0.00001165944,0.000192348,0.0003211463,0.0003420085,0.0001870781],"domain_scores_gemma":[0.9994216,0.00001831913,0.00003590605,0.0002126984,0.00008427602,0.0002271979],"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":[0.0004832881,0.0005008921,0.05257795,0.0005349917,0.00002486035,0.00001564707,0.0005826483,8.999472e-7,0.8328644,0.008362288,0.00004383618,0.1040083],"study_design_scores_gemma":[0.0013863,0.0003696447,0.9184009,0.0005809031,0.0001709653,0.00001120584,0.0004549553,0.00190207,0.07605486,0.000184428,0.0003470769,0.0001366437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919626,0.0001153293,0.001456412,0.0004445557,0.00006985624,0.0003185879,0.000003042352,0.00003801195,0.005591662],"genre_scores_gemma":[0.9981229,0.0003589135,0.001207618,0.0001014136,0.00002836335,0.000008357205,9.945445e-7,0.000006778943,0.0001647106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.865823,"threshold_uncertainty_score":0.2850789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599037013637358,"score_gpt":0.2868883009692565,"score_spread":0.2708979308328829,"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."}}