{"id":"W2621053925","doi":"10.1097/scs.0000000000003717","title":"Effect of Erythropoietin on Transfusion Requirements for Craniosynostosis Surgery in Children","year":2017,"lang":"en","type":"review","venue":"Journal of Craniofacial Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Craniosynostosis; Erythropoietin; Hematocrit; Blood transfusion; Perioperative; Surgery; Blood management; Blood volume; Anesthesia; Population; Craniofacial surgery; Craniofacial; 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":[0.005182514,0.0007474041,0.004099774,0.002090302,0.0002143477,0.001199787,0.0008956609,0.0008808194,0.001457312],"category_scores_gemma":[0.01469575,0.0004814778,0.01328253,0.001968988,0.0003456028,0.0005763585,0.0004732754,0.001061655,0.0000766931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009748673,"about_ca_system_score_gemma":0.001092259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803223,"about_ca_topic_score_gemma":0.003976665,"domain_scores_codex":[0.9969257,0.001353876,0.0008451784,0.0003576836,0.0004294121,0.00008816903],"domain_scores_gemma":[0.9886867,0.008359647,0.002235412,0.0001623252,0.000439618,0.0001162356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01075619,0.0001503318,0.04272022,0.3059244,0.5677214,0.0002562496,0.0001356634,0.001227739,0.0009183821,0.0002898773,0.0009752776,0.06892417],"study_design_scores_gemma":[0.002574713,0.002149484,0.06001027,0.03270686,0.8956269,0.000625408,0.0001193831,0.0004392428,0.0007590705,0.0003774666,0.004567143,0.0000440775],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0239544,0.9749394,0.0001827804,0.0001955843,0.00009760974,0.00005142,0.0002916933,0.000007442238,0.0002796861],"genre_scores_gemma":[0.5221487,0.4748884,0.001189354,0.0006497014,0.0002815557,0.0001700005,0.0005028932,0.00001336764,0.0001560601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005182514,"threshold_uncertainty_score":0.02740812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09151005805009375,"score_gpt":0.3984522660416039,"score_spread":0.3069422079915102,"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."}}