{"id":"W2982003976","doi":"10.1213/ane.0000000000003645","title":"Patient Blood Management in Pediatric Complex Cranial Vault Reconstruction: Time for Some Action","year":2019,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Interquartile range; Blood transfusion; Craniofacial; Odds ratio; Blood product; Surgery; Anesthesia; Cranial vault; Incidence (geometry); 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":[0.008550918,0.0005698468,0.001285122,0.001046933,0.002118246,0.006593597,0.002401844,0.005995445,0.003841591],"category_scores_gemma":[0.02341611,0.0004126283,0.0008746315,0.001311975,0.00245987,0.007511036,0.001681181,0.01405136,0.000890011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347507,"about_ca_system_score_gemma":0.007007019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004785535,"about_ca_topic_score_gemma":0.01110181,"domain_scores_codex":[0.9955852,0.001568081,0.0009398412,0.0003668768,0.001176327,0.0003636177],"domain_scores_gemma":[0.9821405,0.008315237,0.001975247,0.0005152355,0.004413634,0.002640057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004060928,0.0003677553,0.02188524,0.001167821,0.000149636,0.001861641,0.001139143,0.0004175795,0.0002168962,0.004422162,0.6440323,0.3239337],"study_design_scores_gemma":[0.0004428546,0.001145726,0.05026702,0.01116372,0.0004520252,0.009314965,0.01267301,0.00202815,0.0005938321,0.01473915,0.8969374,0.0002422354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00512643,0.09415423,0.0006469381,0.8683494,0.02896168,0.00003247911,0.00007850031,0.00006948106,0.002580838],"genre_scores_gemma":[0.1072185,0.2420929,0.01105494,0.2936532,0.3403724,0.0002577671,0.0004455212,0.0001635464,0.004741197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008550918,"threshold_uncertainty_score":0.0452221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121923567795602,"score_gpt":0.2592942494070136,"score_spread":0.2380750137290576,"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."}}