{"id":"W2062251324","doi":"10.1097/sla.0b013e3181c5dc2e","title":"Red Blood Cell Transfusion Threshold in Postsurgical Pediatric Intensive Care Patients","year":2010,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomization; Intensive care unit; Randomized controlled trial; Pediatric intensive care unit; Blood transfusion; Mechanical ventilation; Prospective cohort study; Pediatrics; Intensive care; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002431737,0.0001488461,0.0004240201,0.0004049719,0.00002682701,0.000005560892,0.00006667285,0.0001445768,0.0002244632],"category_scores_gemma":[0.0001051507,0.0001283434,0.0002505401,0.0003571954,0.00003766076,0.00006437393,0.00002897375,0.0003304959,0.00001174639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000286053,"about_ca_system_score_gemma":0.00005714645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008556533,"about_ca_topic_score_gemma":0.00004983719,"domain_scores_codex":[0.9986494,0.00002533103,0.0004481491,0.0002629518,0.0003440205,0.000270144],"domain_scores_gemma":[0.9986919,0.0001075718,0.0000786751,0.0002688876,0.0007042346,0.0001487349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004115475,0.0009993019,0.984936,0.0004152508,0.00002737007,0.0001575276,0.0007893026,8.874125e-7,0.003560156,0.0000285891,0.005415035,0.003259038],"study_design_scores_gemma":[0.002735096,0.0002412124,0.9616042,0.0001142547,0.0001763078,0.000006109496,0.0007075733,0.000004887132,0.03124072,0.00003071059,0.002921927,0.0002169593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927241,0.0003358417,0.000001071773,0.002063898,0.00044304,0.0003871783,0.00001315223,0.0000304362,0.004001307],"genre_scores_gemma":[0.9951566,0.002813935,0.00002771294,0.001738076,0.00008431293,0.00001183508,0.00006037802,0.00002015895,0.00008693854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02768056,"threshold_uncertainty_score":0.5233693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06953839193419892,"score_gpt":0.292511076847813,"score_spread":0.222972684913614,"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."}}