{"id":"W3088318707","doi":"10.1016/j.bpg.2020.101688","title":"De novo and recurrent liver disease","year":2020,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Covenant Health; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Ursodeoxycholic acid; Autoimmune hepatitis; Primary sclerosing cholangitis; Liver transplantation; Azathioprine; Primary biliary cirrhosis; Liver biopsy; Gastroenterology; Internal medicine; Cirrhosis; Liver disease; Hepatitis; Disease; Biopsy; Transplantation","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":[0.0006045022,0.0008203161,0.001930798,0.002042837,0.0001754201,0.00106497,0.0005654842,0.001013745,0.007273279],"category_scores_gemma":[0.001385099,0.0002734217,0.0006908018,0.001630445,0.0004248905,0.001110507,0.0007651307,0.001412808,0.001602692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005877911,"about_ca_system_score_gemma":0.001370705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340772,"about_ca_topic_score_gemma":0.003884958,"domain_scores_codex":[0.9997675,0.00004532621,0.00005437756,0.00004491613,0.00006288956,0.00002501297],"domain_scores_gemma":[0.9995393,0.0002280663,0.0001205633,0.00001257652,0.00005975827,0.00003971242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001456379,0.00003681256,0.0003892275,0.03532131,0.0002278989,0.000169552,0.00003251322,0.0001776531,0.0003648234,0.001597307,0.03146861,0.9300687],"study_design_scores_gemma":[0.0001698268,0.0001850074,0.003338083,0.03911901,0.001391112,0.002852161,0.00008949172,0.0001528856,0.0002284859,0.002716653,0.9497156,0.00004179196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006300625,0.9988752,0.00003995951,0.0001995765,0.0001756975,0.000003053061,0.00001832766,0.000003983838,0.0006211254],"genre_scores_gemma":[0.0007543625,0.9979862,0.00009685024,0.0003671988,0.0003323991,0.000005630478,0.00004239265,0.000001163835,0.0004138782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007273279,"threshold_uncertainty_score":0.02433157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3386201474692538,"score_gpt":0.5662806311943013,"score_spread":0.2276604837250475,"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."}}