{"id":"W2472249485","doi":"10.1007/s00246-016-1427-2","title":"Red Blood Cell Transfusion in the Postoperative Care of Pediatric Cardiac Surgery: Survey on Stated Practice","year":2016,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Cardiac surgery; Blood transfusion; Red Blood Cell Transfusion; Intensive care; Red blood cell; Pediatrics; Anesthesia; Surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001125463,0.00006925425,0.0001800035,0.0007928325,0.0003607282,0.000562516,0.0002878455,0.0003962385,0.001547335],"category_scores_gemma":[0.007583336,0.0001449512,0.0002134279,0.001498366,0.0002705176,0.0005277681,0.0004781915,0.0005211453,0.0001912501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006165666,"about_ca_system_score_gemma":0.001613477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006604547,"about_ca_topic_score_gemma":0.009020919,"domain_scores_codex":[0.9987558,0.0003498892,0.000296024,0.0001206447,0.0003220989,0.0001555743],"domain_scores_gemma":[0.9907357,0.001949169,0.004955554,0.0001501409,0.001245718,0.0009636054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003936969,0.00005734515,0.9794927,0.0001281633,0.00002561825,0.0001329644,0.001211571,0.00004989846,0.0002628176,0.0001829992,0.0007289819,0.01768764],"study_design_scores_gemma":[0.000004778263,0.0001120252,0.9882959,0.0002981865,0.00002569883,0.001113901,0.006268315,0.0002833382,0.0001385826,0.00006687832,0.00337974,0.00001265519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904377,0.004010578,0.0002383768,0.001924508,0.00003944447,0.00001926422,0.0004374606,0.000007126343,0.002885583],"genre_scores_gemma":[0.9938986,0.004793426,0.0003686481,0.0004329106,0.00003409898,0.00001345403,0.0001815525,0.000003706396,0.0002734549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006604547,"threshold_uncertainty_score":0.01313221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806737370907043,"score_gpt":0.2626362306358553,"score_spread":0.2445688569267849,"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."}}