{"id":"W2079728504","doi":"10.1002/lt.20798","title":"Reply: Reduction of blood product transfusion requirements during liver transplantation","year":2006,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Hôpital Saint-Luc","funders":"","keywords":"Phlebotomy; Medicine; Liver transplantation; Blood product; Blood transfusion; Odds ratio; Central venous pressure; Surgery; Anesthesia; Intensive care medicine; Transplantation; Internal medicine; Blood pressure; Heart rate","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001868942,0.0002935297,0.0003320779,0.0003377555,0.0001734499,0.00002056113,0.00008556079,0.0001163027,0.0001604917],"category_scores_gemma":[0.000001938964,0.0002971791,0.0001991705,0.0003805281,0.00008922001,0.0006754485,0.000002591112,0.0001735608,0.0000223309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004888695,"about_ca_system_score_gemma":0.00008265878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603949,"about_ca_topic_score_gemma":0.00007585653,"domain_scores_codex":[0.997634,0.0001085595,0.0007187779,0.0005785682,0.0006445769,0.0003155222],"domain_scores_gemma":[0.9991748,0.00003266109,0.0002036403,0.000283153,0.0002009498,0.0001047924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007221402,0.001204388,0.02334483,0.01250644,0.0004920426,0.001786674,0.006126962,0.0003064424,0.9451777,0.0006534929,0.00003204546,0.001147537],"study_design_scores_gemma":[0.004934807,0.0002301276,0.3883388,0.0005695035,0.005120968,0.001464218,0.00007389155,0.00007139657,0.5988643,0.00008617652,0.00001057029,0.0002353145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934499,0.0007522291,0.002035319,0.0001134538,0.0002189575,0.001091435,0.000143734,0.0001762309,0.002018733],"genre_scores_gemma":[0.9821103,0.01438925,0.0009860276,0.00003949923,0.0002973016,0.00005033432,0.0018005,0.00004480423,0.0002820156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3649939,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292261034651898,"score_gpt":0.235557299551039,"score_spread":0.22263468920452,"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."}}