{"id":"W4284993995","doi":"10.1002/9781119719809.ch47","title":"Hemolytic transfusion reactions","year":2022,"lang":"en","type":"article","venue":"","topic":"Blood groups and transfusion","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Hemolysis; Medicine; Immunology; Bystander effect; Immune system; Antibody; Antigen; Complement system; Pathophysiology; Effector; Red blood cell; Pathology","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":[0.00008227977,0.00004815169,0.00008356021,0.00005650494,0.0002232873,0.000003083426,0.00002666124,0.00001576291,0.01055823],"category_scores_gemma":[0.000002807194,0.00004073216,0.00006820603,0.0001788974,0.00001022598,0.00002384154,0.00001352425,0.0001788939,0.00004592642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002885406,"about_ca_system_score_gemma":0.00002768154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000245877,"about_ca_topic_score_gemma":0.00001105098,"domain_scores_codex":[0.9994832,0.00001422695,0.00009902704,0.0001228613,0.0001838064,0.00009683585],"domain_scores_gemma":[0.9997689,0.0000135359,0.000008371383,0.0001354701,0.00001249507,0.00006122317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001442076,0.005240995,0.02900434,0.0002845401,0.0002461403,0.0005795664,0.001949986,0.0001679884,0.7827023,0.03122212,0.02845907,0.1187009],"study_design_scores_gemma":[0.006100661,0.001732738,0.0410581,0.00002729172,0.0003121347,0.002053915,0.00162116,0.00154548,0.01853579,0.0008215876,0.9259062,0.0002848785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692603,0.0001119363,0.001431598,0.00722504,0.0002552943,0.0003191703,0.000004572956,0.0001733481,0.1212187],"genre_scores_gemma":[0.9856573,0.00004878569,0.0003714682,0.0009063789,0.00004169268,0.0000284591,0.00001661188,0.00001022238,0.01291904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8974472,"threshold_uncertainty_score":0.9903463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300600263143958,"score_gpt":0.2413733737676789,"score_spread":0.2283673711362393,"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."}}