{"id":"W4367148657","doi":"10.1097/mpa.0000000000002189","title":"A Subset of Pancreatoblastomas May Arise From an Adenomatous Precursor","year":2022,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Computational biology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005377565,0.0001997943,0.0008545735,0.0001774431,0.000186045,0.000009862611,0.0002765858,0.0001005733,0.005092124],"category_scores_gemma":[0.0002199026,0.0001852538,0.0001413369,0.0003284709,0.0001908659,0.00007601539,0.000193298,0.0004327808,0.0001109114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542548,"about_ca_system_score_gemma":0.0005050599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144764,"about_ca_topic_score_gemma":0.00005770084,"domain_scores_codex":[0.9976187,0.0003943936,0.0004324939,0.0004320722,0.0006754591,0.0004469253],"domain_scores_gemma":[0.9982844,0.0003413836,0.000165789,0.000729526,0.0001093077,0.0003695997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002960894,0.00133971,0.9752823,0.0000855004,0.0004648534,0.0003741407,0.001846279,0.000005720388,0.008744057,0.0005903965,0.004930681,0.003375442],"study_design_scores_gemma":[0.0059125,0.003760144,0.949587,0.00009275184,0.001055582,0.0005584582,0.002677642,0.001613968,0.004295115,0.001520702,0.028533,0.0003931017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836932,0.001141453,0.0000572969,0.0004667789,0.0001019631,0.0006218277,0.0003408702,0.00009995556,0.01347669],"genre_scores_gemma":[0.9944738,0.00008335563,0.001734925,0.0003027972,0.000173036,0.000276727,0.000290123,0.00004366149,0.002621545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02569529,"threshold_uncertainty_score":0.9958174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847540704394399,"score_gpt":0.3327815720260807,"score_spread":0.3043061649821367,"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."}}