{"id":"W2594051447","doi":"10.1111/liv.13402","title":"Enhanced liver fibrosis test predicts transplant‐free survival in primary sclerosing cholangitis, a multi‐centre study","year":2017,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Primary sclerosing cholangitis; Medicine; Internal medicine; Hazard ratio; Interquartile range; Liver transplantation; Receiver operating characteristic; Gastroenterology; Clinical endpoint; Proportional hazards model; Retrospective cohort study; Confidence interval; Autoimmune hepatitis; Population; Transplantation; Hepatitis; Disease; Clinical trial","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":[0.002726645,0.0006210009,0.000588964,0.0009358601,0.0005284109,0.0008109895,0.0004545929,0.0006191063,0.00100329],"category_scores_gemma":[0.00446768,0.000472179,0.0009059479,0.0009288728,0.000556123,0.0005612666,0.000775812,0.0006127645,0.0002203215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681044,"about_ca_system_score_gemma":0.0004206482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227931,"about_ca_topic_score_gemma":0.001569239,"domain_scores_codex":[0.9986334,0.0006407648,0.0001470969,0.0002709968,0.0001860742,0.0001215919],"domain_scores_gemma":[0.995733,0.0009392925,0.001749326,0.0003808943,0.000380814,0.0008167558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003310365,0.00003055134,0.9989762,0.000009064049,0.00009874431,0.00006280367,0.00003330331,0.00004113203,0.0001132046,0.000003475461,0.00002436367,0.0002759564],"study_design_scores_gemma":[0.00005268681,0.0003627144,0.9986966,0.000005491851,0.00009887477,0.0003698246,0.00004840493,0.0002588508,0.00005168555,0.00001041222,0.00003959966,0.000004749004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995758,0.0001568485,0.00007092299,0.00001492415,0.000002824154,0.00001169938,0.00009011443,0.000002191679,0.00007466482],"genre_scores_gemma":[0.9997486,0.00003399248,0.00004852926,0.000007957196,0.000008202084,0.000007161439,0.0001259601,6.900577e-7,0.00001884673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002726645,"threshold_uncertainty_score":0.01442003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355791752930734,"score_gpt":0.2738718412802583,"score_spread":0.2403139237509509,"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."}}