{"id":"W4401615098","doi":"10.1038/s41372-024-02092-1","title":"Blood product transfusion practices in neonates with hypoxic-ischemic encephalopathy","year":2024,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; University Health Network; Mental Health Research Canada; Hospital for Sick Children","funders":"","keywords":"Medicine; Blood product; Pediatrics; Retrospective cohort study; Blood transfusion; Encephalopathy; Neonatology; Hypothermia; Hypoxic Ischemic Encephalopathy; Exchange transfusion; Intensive care medicine; Anesthesia; Internal medicine; Surgery; Pregnancy","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":[0.0004625562,0.0001763048,0.0002752704,0.0007633461,0.0005454172,0.0006571753,0.0003201407,0.000609677,0.001489451],"category_scores_gemma":[0.00613126,0.0001575255,0.0002536028,0.001118279,0.0002540033,0.0005215232,0.0004499729,0.0005309049,0.0001454394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005813722,"about_ca_system_score_gemma":0.0006490422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006808815,"about_ca_topic_score_gemma":0.005772757,"domain_scores_codex":[0.9993834,0.0001651896,0.0001408428,0.00007501343,0.0001181845,0.0001173194],"domain_scores_gemma":[0.9979932,0.0006657323,0.0009077238,0.00004548806,0.0001594616,0.0002283954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007231865,0.00006322729,0.9954872,0.00001463361,0.00001859563,0.00087703,0.0005836939,0.00005182745,0.0000854852,0.00003578012,0.00009142405,0.002618846],"study_design_scores_gemma":[0.000004237892,0.000206212,0.9891344,0.0000930039,0.00002784662,0.004262134,0.005410512,0.0003194383,0.0001383929,0.00008489609,0.0003100783,0.000008815156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998752,0.0004828716,0.00002342011,0.000103034,0.000005871378,0.00000288745,0.00006361623,0.000001313642,0.0005650636],"genre_scores_gemma":[0.999155,0.0005455697,0.00005462509,0.00004543798,0.000009209427,0.000004949476,0.00007600473,0.000001178547,0.0001080755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006808815,"threshold_uncertainty_score":0.01353836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446873851366853,"score_gpt":0.2847734004581751,"score_spread":0.2703046619445065,"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."}}