{"id":"W2962776364","doi":"10.1002/lt.25612","title":"Reply","year":2019,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cirrhosis; Mallinckrodt; Hepatorenal syndrome; Ascites; Renal function; Kidney disease; Population; Intensive care medicine; Internal medicine; Gastroenterology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006061434,0.0003014485,0.000364365,0.0002184117,0.00005011018,0.00003108558,0.00009386298,0.0005070953,0.0004786723],"category_scores_gemma":[0.000001348,0.0002851175,0.0002372574,0.00012046,0.00003528645,0.0001770086,0.000002942505,0.000903943,0.001603983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885017,"about_ca_system_score_gemma":0.0001572082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000154394,"about_ca_topic_score_gemma":0.000002869643,"domain_scores_codex":[0.9983345,0.00006718186,0.0002971604,0.0004896625,0.0005215972,0.0002899153],"domain_scores_gemma":[0.9992558,0.0001248144,0.0001094653,0.0003611273,0.00009608785,0.0000526436],"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":[0.000758693,0.00005705424,0.00192977,0.01400994,0.0008659957,0.01874318,0.001334466,0.000004850267,0.0002662305,0.0000389188,0.9614983,0.0004926257],"study_design_scores_gemma":[0.0061906,0.0005935345,0.04697847,0.002512112,0.0190495,0.003077781,0.00003442591,0.0001906486,0.003914469,0.0001272532,0.9161798,0.001151409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0248992,0.001843769,0.003954568,0.9045148,0.002496787,0.004002544,0.002298849,0.0008694051,0.0551201],"genre_scores_gemma":[0.01219103,0.004480531,0.0003120809,0.9493443,0.002538173,0.00004236316,0.02317021,0.00009027457,0.007831003],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0472891,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551031917600895,"score_gpt":0.2376589668634814,"score_spread":0.2221486476874724,"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."}}