{"id":"W3138999876","doi":"10.1186/s12876-021-01703-x","title":"Liver transplantation in adult polycystic liver disease: the Ontario experience","year":2021,"lang":"en","type":"article","venue":"BMC Gastroenterology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University Health Network; Western University","funders":"","keywords":"Medicine; Polycystic liver disease; Liver transplantation; Hepatology; Internal medicine; Liver disease; Retrospective cohort study; Cohort; Interquartile range; Surgery; Transplantation; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000371357,0.0001246084,0.00009829841,0.00002116024,0.00004908363,0.00001402832,0.0001588177,0.00005568789,0.0001312057],"category_scores_gemma":[0.00005358694,0.0001040421,0.0000795574,0.00003848256,0.0001327613,0.000003374406,0.00005643387,0.00007195114,0.00001446564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001889546,"about_ca_system_score_gemma":0.0001499391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009645064,"about_ca_topic_score_gemma":0.0827428,"domain_scores_codex":[0.998993,0.0001485298,0.0001617357,0.0003285944,0.00009160308,0.0002765837],"domain_scores_gemma":[0.9994963,0.00001072171,0.00003763323,0.000282203,0.00005303733,0.0001201088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002436498,0.0002403826,0.969604,0.00006785146,0.00002851401,0.0004150188,0.001233454,0.0002919319,0.02488677,0.00002977405,0.0006250699,0.000140725],"study_design_scores_gemma":[0.0008664919,0.0001506016,0.9933181,0.00001568262,0.00004267172,0.0001456806,0.0001400414,0.0001165138,0.003891517,0.00002049705,0.001208956,0.0000831837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959404,0.0005762622,0.002915808,0.0001716184,0.0001420353,0.0001190315,0.00002448456,0.000005624958,0.0001046733],"genre_scores_gemma":[0.9967645,0.000323065,0.0004361616,0.001614738,0.00007384051,0.00006388434,0.0001663474,0.00001009343,0.0005473652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08177829,"threshold_uncertainty_score":0.9339948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00902359746312151,"score_gpt":0.2211230488829498,"score_spread":0.2120994514198283,"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."}}