{"id":"W2760976407","doi":"10.1213/ane.0000000000002504","title":"Patient Blood Management in Pediatric Cardiac Surgery: A Review","year":2017,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Blood management; Blood product; Intensive care medicine; Cardiopulmonary bypass; Perioperative; Cardiac surgery; Coagulopathy; Anemia; Population; Blood conservation; Hypothermia; Blood transfusion; Anesthesia; Surgery; Internal medicine","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":[0.0007988623,0.0007941062,0.001404729,0.002935806,0.0003182109,0.001129685,0.00100803,0.0009901026,0.004098946],"category_scores_gemma":[0.003230695,0.0002790489,0.001201011,0.002999046,0.0003938265,0.001194409,0.0006233889,0.001109667,0.0006273091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007069265,"about_ca_system_score_gemma":0.002238573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353532,"about_ca_topic_score_gemma":0.003261836,"domain_scores_codex":[0.9994893,0.000116535,0.0001496445,0.00007017719,0.0001478601,0.00002640076],"domain_scores_gemma":[0.9985508,0.0009883823,0.000239477,0.00001873146,0.0001644527,0.00003804963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009539634,0.0000820757,0.0006613195,0.1348203,0.0003611174,0.0002674824,0.0001647757,0.0003397025,0.0002348634,0.001695084,0.02393351,0.8373443],"study_design_scores_gemma":[0.00006162861,0.000199783,0.004567735,0.162819,0.001785517,0.004618313,0.0003324852,0.000217293,0.0003054796,0.002136342,0.8229129,0.0000435419],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007856523,0.9994373,0.00003367984,0.0001288473,0.00006295284,0.000004532942,0.00001419348,0.000001980216,0.0002379616],"genre_scores_gemma":[0.0005544513,0.9991347,0.00009905313,0.00007881014,0.00005869353,0.0000052702,0.00001530324,5.579129e-7,0.00005328839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004098946,"threshold_uncertainty_score":0.01371235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050716239949837,"score_gpt":0.3228950019638694,"score_spread":0.2723878395643711,"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."}}