{"id":"W4412195960","doi":"10.3390/curroncol32070398","title":"Report from the 26th Annual Western Canadian Gastrointestinal Cancer Consensus Conference on Hepatocellular and Biliary Tract Cancer, Saskatoon, Saskatchewan, 17–18 October 2024","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; CancerCare Manitoba; University of Saskatchewan; University of Alberta; Foothills Medical Centre; Saskatchewan Health Authority","funders":"Takeda Canada; Pfizer Canada; Amgen Canada; Eisai Canada; Merck Canada; Astellas Pharma; Bristol-Myers Squibb Canada; Roche Canada; Eisai; Taiho Pharmaceutical; Incyte; Organon BioSciences; AstraZeneca Canada; Amgen; Pfizer; Bristol-Myers Squibb; AstraZeneca; Astellas Pharma Canada","keywords":"Medicine; Biliary tract cancer; Biliary tract; Cancer; Multidisciplinary approach; Gastrointestinal cancer; Gastrointestinal tract; Family medicine; General surgery; Internal medicine; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01841103,0.000971297,0.000875839,0.002781573,0.002580999,0.003290489,0.002191537,0.003289024,0.02935682],"category_scores_gemma":[0.02287392,0.0006104067,0.00148717,0.00306896,0.000619862,0.001250392,0.002146127,0.005315603,0.007120839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02178922,"about_ca_system_score_gemma":0.08786085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5860497,"about_ca_topic_score_gemma":0.7495869,"domain_scores_codex":[0.9903437,0.001442372,0.0007040955,0.0004395497,0.005688239,0.001382058],"domain_scores_gemma":[0.9498696,0.001549457,0.0009823398,0.000355294,0.04247955,0.004763775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003917958,0.00001526338,0.0008810229,0.0003465702,0.00003051757,0.00007728028,0.00007573439,0.00008737183,0.00008712146,0.0002542361,0.9792109,0.01889484],"study_design_scores_gemma":[0.00005973227,0.00002098494,0.005295748,0.002038411,0.00007788886,0.000107968,0.0005605568,0.00007535538,0.0001343288,0.0002782628,0.9913104,0.00004044965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006710812,0.1197059,0.00601609,0.4731252,0.2060948,0.003583421,0.03128312,0.0002944861,0.1531862],"genre_scores_gemma":[0.06829439,0.2261742,0.02041337,0.1466267,0.03162291,0.005637969,0.08082338,0.0006103084,0.4197969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9782107,"threshold_uncertainty_score":0.8327763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08781431874703412,"score_gpt":0.3773195388427334,"score_spread":0.2895052200956993,"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."}}