{"id":"W1775323748","doi":"10.1093/annonc/mdv483","title":"Prognostic factors for progression-free and overall survival in advanced biliary tract cancer","year":2015,"lang":"en","type":"review","venue":"Annals of Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"UCLH Biomedical Research Centre; Eli Lilly Japan; Lilly Oncology; Academy of Nutrition and Dietetics; Cancer Research UK; Amgen","keywords":"Medicine; Biliary tract cancer; Oncology; Internal medicine; Cancer; Biliary tract; Overall survival; Gemcitabine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009128459,0.0005720876,0.001807199,0.001746344,0.000182049,0.0008332419,0.000691704,0.0005411349,0.001957909],"category_scores_gemma":[0.00249423,0.0002464151,0.001819274,0.003067026,0.0003212552,0.0008736352,0.0004368678,0.000894259,0.000211146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190345,"about_ca_system_score_gemma":0.001074554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327732,"about_ca_topic_score_gemma":0.005653673,"domain_scores_codex":[0.9997185,0.00006209595,0.00007885362,0.00004878612,0.00007070349,0.00002108485],"domain_scores_gemma":[0.9990656,0.0006041072,0.0002138626,0.00001542826,0.00007398208,0.00002702208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000583038,0.0001602847,0.03826798,0.09406148,0.006688221,0.000219093,0.0001496817,0.0005542729,0.0003307821,0.001100347,0.01249658,0.8453882],"study_design_scores_gemma":[0.0007197863,0.0015517,0.3336834,0.1393235,0.08356392,0.005106973,0.00142363,0.001309268,0.001311038,0.007433096,0.424199,0.0003747749],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001091233,0.9984896,0.00002853241,0.000113331,0.00004463937,0.000003220076,0.00006553601,0.000001778756,0.0001620792],"genre_scores_gemma":[0.009507428,0.9898775,0.000144167,0.0001374875,0.0001257267,0.000007269564,0.0001183269,7.775632e-7,0.00008123444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002327732,"threshold_uncertainty_score":0.006549895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327602742773701,"score_gpt":0.487441968741263,"score_spread":0.2546816944638929,"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."}}