{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001504596,0.000546309,0.0005627702,0.00094152,0.000749914,0.0007338319,0.0003840231,0.001671208,0.004402798],"category_scores_gemma":[0.001277113,0.0002934425,0.0003553148,0.001275768,0.000470339,0.000582373,0.0005487025,0.0005574453,0.001905718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434609,"about_ca_system_score_gemma":0.0003422788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354551,"about_ca_topic_score_gemma":0.001886984,"domain_scores_codex":[0.9996656,0.00003875253,0.00003987506,0.00006617083,0.00007344897,0.0001161276],"domain_scores_gemma":[0.9991677,0.0001735148,0.0002270555,0.0001191972,0.00009627557,0.0002163665],"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":[0.0001696508,0.00006349934,0.1432405,0.0005064809,0.00006857311,0.8067361,0.0002280238,0.0001485499,0.006950216,0.0004845272,0.004500131,0.03690385],"study_design_scores_gemma":[0.00001344466,0.00007158592,0.05926694,0.00008511406,0.00004722092,0.9332685,0.0002589454,0.0001965397,0.001225059,0.0003786989,0.005175349,0.00001272055],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849881,0.06652609,0.005261273,0.002261182,0.000573057,0.000171315,0.001258774,0.0006968295,0.0382634],"genre_scores_gemma":[0.9890785,0.007331612,0.0004888867,0.0004394336,0.0003100099,0.00001766046,0.0003055368,0.00002981335,0.001998516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004402798,"threshold_uncertainty_score":0.01472878,"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."}}