{"id":"W2898409382","doi":"10.1002/hep.30264","title":"Reply:","year":2018,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatology; Internal medicine; Hepatic encephalopathy; Stage (stratigraphy); Liver disease; Surgery; Cardiology; Cirrhosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004096329,0.001027886,0.001232882,0.0009867422,0.001972828,0.003802061,0.002537916,0.02115751,0.02324775],"category_scores_gemma":[0.03522627,0.0006983022,0.001247298,0.0007229697,0.002397621,0.005696301,0.002631923,0.03515153,0.02183553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193028,"about_ca_system_score_gemma":0.002900081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810512,"about_ca_topic_score_gemma":0.002257477,"domain_scores_codex":[0.99783,0.0005882145,0.0002898644,0.000415525,0.0005796056,0.0002967234],"domain_scores_gemma":[0.9881325,0.004909025,0.000737704,0.0005247951,0.004134407,0.001561564],"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":[0.00002558494,0.00001022723,0.000394439,0.00004469486,0.000009503414,0.0002366986,0.00006913173,0.00001535627,0.00003641572,0.0005225675,0.9946249,0.004010397],"study_design_scores_gemma":[0.00004008125,0.00003383137,0.0008590624,0.000258049,0.00001611741,0.001311608,0.0005034137,0.0001132254,0.0001614053,0.002248581,0.9943944,0.00006014717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003284575,0.001997045,0.0001793276,0.9348994,0.06057326,0.00002062648,0.0001957673,0.00009567603,0.001710465],"genre_scores_gemma":[0.001822174,0.00108936,0.0001771684,0.9715745,0.01992852,0.00004416615,0.00007818158,0.0000348424,0.005251069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02324775,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314062921104686,"score_gpt":0.2729267930828888,"score_spread":0.2497861638718419,"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."}}