{"id":"W2083775725","doi":"10.1111/hpb.12026","title":"The management of hepatobiliary cystadenomas: lessons learned","year":2012,"lang":"en","type":"article","venue":"HPB","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; General surgery; Gastroenterology; Internal medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001169624,0.00006743525,0.00005429281,0.000007193041,0.00006831447,0.000006343772,0.0001384413,0.00003798925,0.00001772064],"category_scores_gemma":[0.00000977258,0.00004804555,0.00006047831,0.00003343849,0.00006313929,0.000001184915,0.00009911277,0.00002276344,0.0000207673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003346474,"about_ca_system_score_gemma":0.00001764235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004141577,"about_ca_topic_score_gemma":0.000001675585,"domain_scores_codex":[0.9994925,0.00003018943,0.0000989109,0.0001048127,0.00008073757,0.0001928263],"domain_scores_gemma":[0.9995497,0.0000057878,0.0000368367,0.0003040532,0.00001952326,0.0000840441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004212088,0.0008660337,0.06004984,0.0003918128,0.001116166,0.00001045209,0.0003051359,0.0000391887,0.6987683,0.0049276,0.07294064,0.1601636],"study_design_scores_gemma":[0.0006997872,0.0001440312,0.1009597,0.00003127251,0.0001332001,0.000009566642,0.001293323,0.00003950406,0.1197758,0.0002151904,0.7764241,0.0002745551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803629,0.009571977,0.0009856799,0.0002615612,0.0002090098,0.000167892,0.00002292386,0.000009275761,0.008408811],"genre_scores_gemma":[0.9950726,0.001136364,0.0007467384,0.00008867747,0.00009342644,0.000019266,0.00002343263,0.000009636507,0.002809868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7034835,"threshold_uncertainty_score":0.195924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168156394921841,"score_gpt":0.2838915260550829,"score_spread":0.2622099621058646,"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."}}