{"id":"W3195548332","doi":"10.1111/apt.16562","title":"Editorial: liver disease in secondary care—‘money or your life’. Authors' reply","year":2021,"lang":"en","type":"editorial","venue":"Alimentary Pharmacology & Therapeutics","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Disease; Gerontology; Internal 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":[0.006294997,0.00216166,0.002813221,0.00186323,0.00297797,0.004441676,0.003241024,0.02523769,0.01307514],"category_scores_gemma":[0.0346647,0.001198368,0.001976883,0.001040154,0.002928107,0.005009966,0.001487646,0.03365067,0.01139021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709782,"about_ca_system_score_gemma":0.003696253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215539,"about_ca_topic_score_gemma":0.004214357,"domain_scores_codex":[0.9960483,0.0008595882,0.0005765886,0.0005544305,0.001600078,0.0003610517],"domain_scores_gemma":[0.9844647,0.007460619,0.0008999343,0.0003860246,0.004740734,0.002048048],"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":[0.00001950161,0.000006516558,0.00003143345,0.00005239396,0.000007531513,0.0001105075,0.0000158715,0.000009686919,0.00001965607,0.0001561881,0.9981124,0.001458438],"study_design_scores_gemma":[0.0001223385,0.00005013335,0.0004732923,0.0005153659,0.00006016507,0.001003702,0.0001451127,0.0001593192,0.0001736078,0.001770679,0.995478,0.00004830417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009471043,0.002744047,0.00009998246,0.400523,0.5949538,0.00002578968,0.00009525156,0.00007557293,0.001387741],"genre_scores_gemma":[0.001115371,0.002303558,0.0001352328,0.4210154,0.568183,0.00005231102,0.00004595453,0.00004723834,0.007102049],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02523769,"threshold_uncertainty_score":0.04374069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660078139399293,"score_gpt":0.3417939221381476,"score_spread":0.3151931407441547,"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."}}