{"id":"W2017230484","doi":"10.1159/000111099","title":"Commentary: Is It Safe to Limit Allogeneic Red Blood Cell Transfusions to Neonates?","year":2007,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute","keywords":"Medicine; Hematocrit; Clinical trial; Red Blood Cell Transfusion; Pediatrics; Randomized controlled trial; Red blood cell; Intensive care medicine; Blood transfusion; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005898059,0.001192829,0.002027821,0.000887574,0.002790502,0.002022845,0.005380149,0.05065764,0.01005075],"category_scores_gemma":[0.04867946,0.0008544539,0.001253753,0.001585196,0.002591124,0.002703798,0.0007299772,0.02864822,0.009124245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004097234,"about_ca_system_score_gemma":0.00635999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120076,"about_ca_topic_score_gemma":0.009094443,"domain_scores_codex":[0.9962746,0.001317815,0.000555201,0.0004886783,0.001108044,0.0002556348],"domain_scores_gemma":[0.9643819,0.02160003,0.001654677,0.0006147581,0.009358691,0.002389949],"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":[0.0001963121,0.00001582355,0.0001438903,0.0003327004,0.00003573896,0.0003399577,0.00006576505,0.00007294482,0.0001303613,0.0007704758,0.9923819,0.005514254],"study_design_scores_gemma":[0.0007336191,0.0002519396,0.002539631,0.002584649,0.0003095909,0.00139103,0.0007388035,0.0007548979,0.0008055982,0.01149723,0.9782304,0.0001627618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005796732,0.003051625,0.0001713221,0.917935,0.07517193,0.000047416,0.0003764076,0.00006457708,0.002602028],"genre_scores_gemma":[0.005584724,0.00241973,0.0004590794,0.8939003,0.09181595,0.00009548006,0.0001263405,0.00003933575,0.005559091],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05065764,"threshold_uncertainty_score":0.0336231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737051503131953,"score_gpt":0.3111366506275428,"score_spread":0.2937661355962232,"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."}}