{"id":"W4235379475","doi":"10.1016/j.cgh.2018.11.021","title":"Reply","year":2019,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Nonalcoholic steatohepatitis; Randomized controlled trial; Fatty liver; Disease; General surgery; Internal medicine; Surgery; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004798832,0.001224627,0.001906443,0.001244358,0.008825709,0.009711736,0.002848562,0.1164636,0.01971483],"category_scores_gemma":[0.04029494,0.001370186,0.001853615,0.001034833,0.003981487,0.004385232,0.004305114,0.06149803,0.01603981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007733807,"about_ca_system_score_gemma":0.009872157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560308,"about_ca_topic_score_gemma":0.02258158,"domain_scores_codex":[0.9948497,0.0009859471,0.0005529048,0.0008318211,0.001348561,0.001431022],"domain_scores_gemma":[0.9877478,0.004993284,0.0009704661,0.0004202946,0.002660219,0.003207986],"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":[0.00002383184,0.000009348325,0.0003261553,0.00003027942,0.00001171873,0.0008685667,0.000126985,0.00002530835,0.00005531169,0.001059568,0.9956392,0.001823682],"study_design_scores_gemma":[0.00009091626,0.00003294405,0.001321494,0.0003552348,0.00004169716,0.001309875,0.0008641654,0.0001942149,0.0001622525,0.005981574,0.989538,0.0001075551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002197911,0.0008159545,0.00005041665,0.9605085,0.03515977,0.00001410546,0.00005775184,0.00002510989,0.003148671],"genre_scores_gemma":[0.001067279,0.0002583244,0.00004635991,0.9786897,0.01171868,0.0000249097,0.00001983092,0.0000137766,0.008161091],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1164636,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04515369061416602,"score_gpt":0.3415094163229015,"score_spread":0.2963557257087355,"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."}}