{"id":"W4304692084","doi":"10.1503/cjs.012121","title":"Trends in liver transplantation for autoimmune liver diseases: a Canadian study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"National Institute for Health and Care Research","keywords":"Medicine; Liver transplantation; Primary sclerosing cholangitis; Autoimmune hepatitis; Transplantation; Internal medicine; Gastroenterology; Primary biliary cirrhosis; Overlap syndrome; Hepatitis; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004718927,0.0001131672,0.0003455526,0.001845758,0.000281361,0.00002593969,0.0001194882,0.00002888572,0.002007679],"category_scores_gemma":[0.00006753545,0.0001159478,0.000278956,0.0004874473,0.00003387479,0.0001582244,0.000005289273,0.0002657712,0.000001780514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008446223,"about_ca_system_score_gemma":0.004643537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5483447,"about_ca_topic_score_gemma":0.5731277,"domain_scores_codex":[0.9987873,0.0001388151,0.0004007289,0.0001129024,0.0001933044,0.0003669627],"domain_scores_gemma":[0.9984148,0.0001393251,0.0001251967,0.0001528044,0.0001206131,0.001047313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005098867,0.0002892659,0.9441648,0.0001142327,0.0001722194,0.01367341,0.003666512,0.00007708547,0.000006001927,0.00001439711,0.01151372,0.02579854],"study_design_scores_gemma":[0.001187407,0.0002999757,0.9801155,0.00006099708,0.0003179107,0.0004079739,0.002419258,0.0001033076,0.000001640702,0.00001045453,0.0149549,0.0001207127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938339,0.004107115,0.000004564377,0.0006008587,0.0005023063,0.00024792,0.0005056768,0.000003925697,0.0001937263],"genre_scores_gemma":[0.9987702,0.0001419086,0.00001117611,0.0004938367,0.00009461327,0.00002557845,0.0001316065,0.00002059278,0.0003104717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03595074,"threshold_uncertainty_score":0.9989046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902732825911728,"score_gpt":0.255414681434785,"score_spread":0.2163873531756677,"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."}}