{"id":"W2996405908","doi":"10.1016/j.cgh.2019.12.008","title":"Beyond Biochemical Responses, Use of Histologic Staging to Predict Outcomes of Patients With Primary Biliary Cholangitis","year":2019,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Internal medicine; Gastroenterology; General surgery","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":[0.002256271,0.000322218,0.0008606985,0.0006823094,0.001137863,0.002009541,0.0007236514,0.00894636,0.002742382],"category_scores_gemma":[0.02043984,0.0003031901,0.0006364083,0.0006886905,0.001023297,0.001448734,0.0005219596,0.007451302,0.001907014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910045,"about_ca_system_score_gemma":0.001816709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003817684,"about_ca_topic_score_gemma":0.007370265,"domain_scores_codex":[0.9981086,0.0007495539,0.0003670854,0.000148346,0.0003802685,0.0002461443],"domain_scores_gemma":[0.9912333,0.005037898,0.0004912445,0.0003235148,0.001787494,0.001126645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007213709,0.0003374869,0.2564575,0.000226518,0.0001376968,0.01071337,0.0005658871,0.0004955782,0.001659206,0.003214653,0.5985885,0.1268823],"study_design_scores_gemma":[0.001173504,0.001456557,0.2571734,0.002766075,0.0005118618,0.05051174,0.004293817,0.01158845,0.002929965,0.05532627,0.6119087,0.0003597103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01792911,0.002919584,0.0003486999,0.9612818,0.008599814,0.00001556621,0.0001548641,0.00003161797,0.008718944],"genre_scores_gemma":[0.2492299,0.004745817,0.001629823,0.6433789,0.09214046,0.0000771195,0.0003239778,0.00005204906,0.008422063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00894636,"threshold_uncertainty_score":0.01385844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182714787364365,"score_gpt":0.2905001965133017,"score_spread":0.2586730486396581,"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."}}