{"id":"W4388524796","doi":"10.1136/bcr-2023-257167","title":"Sarcomatoid carcinoma of the common bile duct presenting as painless jaundice","year":2023,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Jaundice; Medicine; General surgery; Bile duct; Common bile duct; Sarcomatoid carcinoma; Bile Duct Carcinoma; Carcinoma; Obstructive jaundice; Gastroenterology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003872084,0.001484164,0.000975951,0.003428128,0.003243851,0.002135159,0.001066882,0.004004777,0.002488218],"category_scores_gemma":[0.004647763,0.001094331,0.0006576449,0.002709608,0.002009055,0.001974896,0.00189214,0.001971733,0.001140108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062049,"about_ca_system_score_gemma":0.000753388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592364,"about_ca_topic_score_gemma":0.003657721,"domain_scores_codex":[0.9993504,0.00009292005,0.00007182251,0.0001191684,0.0001043287,0.0002613648],"domain_scores_gemma":[0.9982383,0.0005402083,0.0003816291,0.0001675958,0.00009475396,0.000577474],"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":[0.00001740881,0.00002043246,0.004291897,0.00002712619,0.000002460852,0.9943085,0.0002046541,0.00003119309,0.0002533661,0.0001317285,0.000138192,0.000573015],"study_design_scores_gemma":[0.000007988408,0.00004290422,0.00325646,0.00001652191,0.000005711497,0.9954834,0.0002184515,0.00007401995,0.0001453355,0.0001070734,0.0006350522,0.000007171889],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683338,0.006018865,0.001369654,0.002988422,0.000348863,0.0002128392,0.0002708072,0.0001459291,0.02031094],"genre_scores_gemma":[0.9950404,0.001853519,0.0005233606,0.0004525794,0.0005713721,0.00002098883,0.00005538433,0.00001493905,0.001467503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004004777,"threshold_uncertainty_score":0.008323967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04788705966883951,"score_gpt":0.3350247543284342,"score_spread":0.2871376946595947,"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."}}