{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920181,0.00104545,0.0005280765,0.001292637,0.0008469271,0.001091646,0.0004397333,0.001844743,0.004847153],"category_scores_gemma":[0.002051432,0.0005124076,0.0003744366,0.001636351,0.0008450187,0.0009642746,0.0009602436,0.001896471,0.002102477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042466,"about_ca_system_score_gemma":0.0005449204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646575,"about_ca_topic_score_gemma":0.002624104,"domain_scores_codex":[0.9996653,0.00004031062,0.00003798638,0.00006795974,0.00005363093,0.0001347982],"domain_scores_gemma":[0.9989299,0.0002394636,0.0003083541,0.0001254424,0.00006020357,0.0003365615],"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":[0.00006684093,0.00002051997,0.01998187,0.00004830482,0.000007182822,0.9723231,0.0001510261,0.00007434554,0.00387801,0.0007057439,0.0005312514,0.002211809],"study_design_scores_gemma":[0.00001453751,0.00005721167,0.01024841,0.00001688299,0.00001061542,0.9859325,0.0001900389,0.0001081566,0.0007709225,0.0002462633,0.002393705,0.00001076215],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436189,0.008074467,0.005535649,0.002984751,0.0006570611,0.000280508,0.000703815,0.0004627459,0.03768203],"genre_scores_gemma":[0.9930848,0.001809819,0.001113701,0.0004977295,0.0007011089,0.00003787225,0.0001692183,0.0000493212,0.002536502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004847153,"threshold_uncertainty_score":0.01621532,"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."}}