{"id":"W4385273426","doi":"10.3390/curroncol30080517","title":"A Practical Guide for the Systemic Treatment of Biliary Tract Cancer in Canada","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Princess Margaret Cancer Centre; University of Calgary; McGill University Health Centre; Fluidigm (Canada); Université de Montréal; Royal Victoria Regional Health Centre; University of Toronto; Royal Victoria Hospital; Dalhousie University","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Medicine; Gemcitabine; Capecitabine; Oncology; Systemic therapy; Pembrolizumab; Regimen; Cisplatin; Internal medicine; Chemotherapy; Durvalumab; Disease; Cancer; Intensive care medicine; Immunotherapy; 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":[0.0009468754,0.0008404572,0.0006987406,0.003233082,0.001881623,0.001894342,0.001336096,0.00272462,0.1008242],"category_scores_gemma":[0.004847634,0.0003787456,0.0005135361,0.003349862,0.0008698277,0.001460937,0.001253543,0.002863983,0.04141419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009466065,"about_ca_system_score_gemma":0.0408355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.472491,"about_ca_topic_score_gemma":0.7913272,"domain_scores_codex":[0.9992554,0.00009757592,0.00009541026,0.00005502252,0.0003786386,0.0001178835],"domain_scores_gemma":[0.9956034,0.0004568714,0.0001943114,0.00007908468,0.002419063,0.001247246],"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":[0.000009848435,0.00003255889,0.0005314776,0.0001199885,0.000002174327,0.0002121671,0.00004768666,0.00006532076,0.0001132887,0.0006964193,0.9371406,0.06102847],"study_design_scores_gemma":[0.00001964146,0.00002485476,0.002220792,0.0003660736,0.000004425678,0.0005146661,0.0001847477,0.00009805868,0.00004789748,0.0008658758,0.9956339,0.00001900059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003391186,0.07735468,0.01696589,0.4009333,0.02110648,0.003308151,0.02523351,0.005466691,0.4462401],"genre_scores_gemma":[0.01348507,0.1422075,0.1079239,0.1589756,0.008261262,0.002609429,0.01441284,0.001124601,0.5509999],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9905339,"threshold_uncertainty_score":0.9394816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1920674411438259,"score_gpt":0.4616799598549284,"score_spread":0.2696125187111025,"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."}}