{"id":"W2509182558","doi":"10.1002/hep.28789","title":"Reply","year":2016,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Transient elastography; Population; Medicine; Liver biopsy; Interquartile range; Hepatology; Gold standard (test); Elastography; Chronic liver disease; Liver disease; Fibrosis; Internal medicine; Liver fibrosis; Gastroenterology; Pathology; Biopsy; Radiology; Cirrhosis; Ultrasound","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":[0.0026694,0.0007744827,0.0008417837,0.0008089237,0.001872286,0.003613171,0.001859682,0.01225405,0.1047089],"category_scores_gemma":[0.04361147,0.0004278317,0.001036191,0.0004837541,0.001624727,0.003993689,0.002735767,0.01663082,0.06659109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764332,"about_ca_system_score_gemma":0.002727065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311687,"about_ca_topic_score_gemma":0.001341528,"domain_scores_codex":[0.9972994,0.0006432398,0.000295435,0.0005152341,0.0008124553,0.0004342347],"domain_scores_gemma":[0.9880927,0.003769742,0.000822211,0.0006290706,0.005263313,0.001422914],"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":[0.00001876495,0.000005547693,0.0002105104,0.00004642608,0.000005888139,0.0002801779,0.00006094892,0.00001148499,0.00004347887,0.001965339,0.9891536,0.008197883],"study_design_scores_gemma":[0.00001351437,0.00001087752,0.0002161877,0.0001896524,0.000006345371,0.00134966,0.0001864339,0.00002668959,0.00009172961,0.002044111,0.9958506,0.00001426111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005274473,0.00448975,0.0006295361,0.8076708,0.1667919,0.00004681153,0.0006785413,0.0002055457,0.01895963],"genre_scores_gemma":[0.005860723,0.003039394,0.0004540637,0.8834673,0.04922669,0.0000973542,0.0003534805,0.0001439772,0.0573571],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1047089,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264265769523128,"score_gpt":0.2726951068534291,"score_spread":0.2500524491581979,"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."}}