{"id":"W4212916136","doi":"10.14309/crj.0000000000000746","title":"A Cholangioblastic Variant of Cholangiocarcinoma","year":2022,"lang":"en","type":"article","venue":"ACG Case Reports Journal","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Immunohistochemistry; Biopsy; Liver biopsy; Pathology","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":[0.0007069309,0.000175097,0.0004537592,0.0002751389,0.0004689897,0.00002621741,0.00005823257,0.00003625455,0.000935983],"category_scores_gemma":[0.0001566094,0.0001506038,0.0003635721,0.0003420001,0.00006347309,0.00009683739,0.0001863033,0.0006237449,0.000002997472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070461,"about_ca_system_score_gemma":0.0003417775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013857,"about_ca_topic_score_gemma":0.000005968854,"domain_scores_codex":[0.998008,0.00007667056,0.00069718,0.0002624337,0.0006326849,0.0003230952],"domain_scores_gemma":[0.9986088,0.00005693502,0.0004916929,0.000408342,0.0001983862,0.00023589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002005102,0.0002565726,0.08045895,0.00005555698,0.0004575425,0.9023666,0.001286452,0.00004445264,0.001701203,0.00004256656,0.01060132,0.002528256],"study_design_scores_gemma":[0.0009405132,0.0006105221,0.06338242,0.00003506246,0.0003730486,0.921114,0.00109388,0.00003126538,0.0002655565,0.0001163442,0.01189887,0.0001384763],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885994,0.00536245,0.0001202672,0.0005885674,0.0008820516,0.0002237983,0.00001233962,0.00003357388,0.004177595],"genre_scores_gemma":[0.9982359,0.00004388987,0.0003283516,0.0003154771,0.0004304165,0.00002706473,0.000007903262,0.00003142079,0.0005796043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874743,"threshold_uncertainty_score":0.9999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799252515579438,"score_gpt":0.2635691789485504,"score_spread":0.245576653792756,"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."}}