{"id":"W2566600397","doi":"10.1182/blood.v120.21.4372.4372","title":"Seek and You Shall Find – but Then What Do You Do? Cold Agglutinins in Cardiopulmonary Bypass, and a Single Center Experience with Cold Agglutinin Screening Before Cardiac Surgery","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cold Agglutinin; Medicine; Cardiopulmonary bypass; Single Center; Cohort; Retrospective cohort study; Cardiac surgery; Adverse effect; Surgery; Anesthesia; Internal medicine; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106099,0.0001412298,0.0001802356,0.0007902895,0.0009382314,0.0007768088,0.0003342381,0.0005608217,0.001175781],"category_scores_gemma":[0.006870591,0.0002596886,0.0002954395,0.0009761722,0.0005030109,0.0008478622,0.0003935285,0.0005909019,0.0001903326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006501928,"about_ca_system_score_gemma":0.001013395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003879632,"about_ca_topic_score_gemma":0.008160173,"domain_scores_codex":[0.9992973,0.0002590239,0.0001191622,0.00008064295,0.0001401173,0.0001038682],"domain_scores_gemma":[0.9971398,0.0009207551,0.001176917,0.00007270725,0.0002544571,0.0004353637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001421428,0.0003057078,0.9590688,0.0002662583,0.0000481321,0.01508315,0.00358506,0.00005425662,0.0005618078,0.0001517278,0.001086883,0.01964597],"study_design_scores_gemma":[0.00004007338,0.002012854,0.8799561,0.0005553728,0.0001304276,0.09481117,0.01623238,0.0002647349,0.0007609071,0.000211772,0.004966479,0.00005782041],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934996,0.004813334,0.000101056,0.0004810544,0.00002943143,0.00002270328,0.00002829438,0.000004012349,0.001020428],"genre_scores_gemma":[0.9955404,0.003795478,0.0001485487,0.0002939495,0.00004767498,0.000009115187,0.00003022353,0.00000295861,0.0001316179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003879632,"threshold_uncertainty_score":0.007714093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670369449224952,"score_gpt":0.2220320452284416,"score_spread":0.2053283507361921,"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."}}