{"id":"W2438611732","doi":"10.1002/lt.24206","title":"Reply","year":2015,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Circulatory system; Hyperfibrinolysis; Ischemia; Surgery; Cardiology; Internal medicine; Fibrinolysis","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":[0.0001161321,0.000290455,0.0003954168,0.0002235142,0.00004386892,0.00002814115,0.0001041854,0.0005858408,0.0003994849],"category_scores_gemma":[0.000006427141,0.000262261,0.000173704,0.0001331779,0.00004785606,0.0001090682,0.000003315302,0.001024975,0.000341549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008954727,"about_ca_system_score_gemma":0.0001632157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323663,"about_ca_topic_score_gemma":0.000004631744,"domain_scores_codex":[0.9984051,0.00005349074,0.0003430573,0.0003797488,0.0005554801,0.0002631096],"domain_scores_gemma":[0.9992541,0.00006048975,0.0001160913,0.0003206387,0.0001610771,0.00008761011],"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":[0.0001428915,0.00001856545,0.0003873381,0.005070748,0.00006015983,0.008450247,0.0005199558,2.826025e-7,0.00003215334,0.0000218971,0.984934,0.0003617579],"study_design_scores_gemma":[0.001320328,0.0002332003,0.002636587,0.0004197359,0.001567042,0.002284205,0.00001142818,0.00001312106,0.003649845,0.0001509081,0.9873533,0.000360308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001299011,0.0008643378,0.007052656,0.9558701,0.0008260649,0.001472299,0.0007787363,0.001236693,0.03060009],"genre_scores_gemma":[0.0008349887,0.01073592,0.003798641,0.9615607,0.002110237,0.00003642779,0.009134422,0.00009981911,0.0116888],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01891128,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025913970372908,"score_gpt":0.2727638954475335,"score_spread":0.2468499250746255,"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."}}