{"id":"W3120400593","doi":"10.3390/curroncol28010044","title":"A Population-Based Retrospective Study of Biliary Tract Cancers in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Gemcitabine; Capecitabine; Ampulla of Vater; Internal medicine; Stage (stratigraphy); Retrospective cohort study; Oncology; Population; Gastroenterology; Cisplatin; Chemotherapy; Biopsy; Performance status; Bile duct; Cancer; Carcinoma; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006444106,0.0003570331,0.0004489708,0.002263353,0.002013903,0.00120403,0.0009932106,0.0003748737,0.001466594],"category_scores_gemma":[0.001442321,0.0004236755,0.0003749634,0.006853501,0.0006902829,0.0003078942,0.0007902947,0.0003685835,0.0002602857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0169345,"about_ca_system_score_gemma":0.01875226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667272,"about_ca_topic_score_gemma":0.9793894,"domain_scores_codex":[0.9989774,0.00006961373,0.00008995018,0.0001733762,0.0004112652,0.000278491],"domain_scores_gemma":[0.9983644,0.00009748169,0.000430919,0.00007031004,0.000720604,0.0003162029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003069433,0.0000112761,0.9976853,0.0000297097,0.00002605339,0.0001858633,0.000210097,0.00003302276,0.0001357734,0.00002341468,0.0003353607,0.001293277],"study_design_scores_gemma":[0.000006445773,0.00003170289,0.9974613,0.00003369642,0.00003221064,0.0003812041,0.0009482846,0.0001025133,0.00004404773,0.00001567712,0.0009370414,0.000005875562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916103,0.001221038,0.0001540749,0.0001396012,0.0000109678,0.00009597944,0.004478833,0.0000132492,0.00227603],"genre_scores_gemma":[0.99656,0.0008270727,0.0002227519,0.0001669807,0.000008488371,0.00003251906,0.001727651,0.000004494553,0.000449997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0332728,"threshold_uncertainty_score":0.122869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040223565783806,"score_gpt":0.3582071400222757,"score_spread":0.3078049043644376,"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."}}