{"id":"W4388071821","doi":"10.14740/gr1637","title":"Primary Squamous Cell Biliary Carcinoma With Liver Metastasis Is Rare but Malicious","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intrahepatic Cholangiocarcinoma; Gallbladder; Radiology; Metastasis; Pathology; Biopsy; Liver biopsy; Gastroenterology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004666441,0.0002327192,0.0002455694,0.0002490997,0.0002042234,0.00003112525,0.0004735583,0.0001629113,0.0001497359],"category_scores_gemma":[0.00005480909,0.0001975866,0.0001241799,0.000284407,0.0004389963,0.000004798424,0.0005416495,0.0002772642,0.0002826836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002657875,"about_ca_system_score_gemma":0.0002304481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121678,"about_ca_topic_score_gemma":0.00005371461,"domain_scores_codex":[0.997113,0.0004493517,0.0002108148,0.0007260596,0.0004381946,0.001062541],"domain_scores_gemma":[0.9986177,0.00004014073,0.00004712303,0.000708219,0.0002426864,0.0003441435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002566546,0.0003516686,0.5356851,0.0002352391,0.0001327129,0.0006831345,0.0002406766,0.00003892314,0.2698946,0.000001738053,0.1896857,0.000484009],"study_design_scores_gemma":[0.004525387,0.006348697,0.8215606,0.00001885041,0.0001346016,0.0004011062,0.001193846,0.0001358124,0.1531465,0.00004956916,0.01205777,0.0004272235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969013,0.0007507478,0.00009465803,0.0006950927,0.00006613914,0.000380058,0.0002547746,0.00003998179,0.0008172642],"genre_scores_gemma":[0.993521,0.0002055198,0.000292141,0.001230131,0.0001660169,0.0001353826,0.0004389653,0.00005214718,0.003958717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2858756,"threshold_uncertainty_score":0.8057348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731454891251058,"score_gpt":0.2788526316997474,"score_spread":0.2515380827872369,"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."}}