{"id":"W4400218149","doi":"10.1097/pas.0000000000002278","title":"Tubulocystic Carcinoma of Bile Ducts","year":2024,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Biology; Pathology; Kidney; Histology; Anatomy; Medicine; Genetics","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":[0.0002108161,0.0003611011,0.0002691646,0.001016117,0.0005895259,0.0004217337,0.0002400567,0.000308232,0.0008721016],"category_scores_gemma":[0.001109222,0.0002105692,0.0002394251,0.001016214,0.0004775262,0.0002806393,0.0005255806,0.0001866974,0.0002549794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105853,"about_ca_system_score_gemma":0.0003312878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006987313,"about_ca_topic_score_gemma":0.00149113,"domain_scores_codex":[0.9997512,0.00003912573,0.00003532161,0.00005954138,0.000052811,0.0000621286],"domain_scores_gemma":[0.9994527,0.0001010782,0.0001815943,0.0001099475,0.00003881565,0.000115863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005308797,0.0000482823,0.7416724,0.000253116,0.0001686673,0.1805515,0.0007079962,0.0003123703,0.05154648,0.0004915056,0.0002554695,0.02346133],"study_design_scores_gemma":[0.00002829793,0.0001301286,0.3692066,0.00002019076,0.00006238141,0.6144029,0.0003160856,0.0004759567,0.01186599,0.0003262401,0.003147333,0.00001777685],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965365,0.001219885,0.0007957562,0.00002275935,0.000008141233,0.00001668037,0.00007078493,0.00003590501,0.001293566],"genre_scores_gemma":[0.9991905,0.0002231883,0.0003499688,0.00001399765,0.00001028901,0.0000048886,0.00006096103,0.000004066877,0.0001422227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016117,"threshold_uncertainty_score":0.002917469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569512845776133,"score_gpt":0.2868568387165621,"score_spread":0.2711617102588008,"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."}}