{"id":"W2980922311","doi":"10.1182/blood.v118.21.9.9","title":"Pre-Operative Transfusion Reduces Serious Adverse Events in Patients with Sickle Cell Disease (SCD): Results From the Transfusion Alternatives Preoperatively in Sickle Cell Disease (TAPS) Randomised Controlled Multicentre Clinical Trial","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Blood transfusion; Randomized controlled trial; Acute chest syndrome; Adverse effect; Surgery; Clinical trial; Sickle cell anemia; Pediatrics; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003579622,0.001065283,0.00357995,0.0003610881,0.0004105215,0.00130797,0.000696357,0.002021442,0.006706001],"category_scores_gemma":[0.00822096,0.0004952364,0.004350839,0.0005713704,0.0008950002,0.0009962807,0.0006257405,0.002546799,0.0004410834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960104,"about_ca_system_score_gemma":0.001578164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268814,"about_ca_topic_score_gemma":0.002169725,"domain_scores_codex":[0.997328,0.001836719,0.000328042,0.0002079212,0.0001397498,0.0001596279],"domain_scores_gemma":[0.9951815,0.002207284,0.001234691,0.0002756303,0.0003304656,0.0007703683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9855979,0.001641517,0.0005743233,0.002345163,0.002079922,0.00003052925,0.00004546685,0.0001177676,0.0003925796,0.00006511198,0.0003993757,0.006710407],"study_design_scores_gemma":[0.961001,0.03401588,0.002125387,0.0001968526,0.001941382,0.00002270627,0.00003083236,0.0001577752,0.0001015436,0.0001251696,0.0002675916,0.0000138403],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695554,0.02020046,0.0006505032,0.001492681,0.00113603,0.004095693,0.001077404,0.00006558124,0.00172618],"genre_scores_gemma":[0.9862518,0.005942699,0.001307176,0.0008784255,0.0005046688,0.003423876,0.0005450134,0.00001020129,0.001136239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006706001,"threshold_uncertainty_score":0.02243382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196259903391279,"score_gpt":0.2535780464915391,"score_spread":0.2416154474576264,"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."}}