{"id":"W3115667044","doi":"10.1097/coc.0000000000000789","title":"Second-line Chemotherapy Prolongs Survival in Real World Patients With Advanced Biliary Tract and Gallbladder Cancers","year":2020,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Cancer Agency","funders":"","keywords":"Medicine; Gallbladder cancer; Internal medicine; Hazard ratio; Gallbladder; Biliary tract; Gastroenterology; Population; Chemotherapy; Surgery; Survival analysis; Confidence interval","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":[0.0007432568,0.0001651235,0.000328972,0.0002704939,0.0001507579,0.0004298134,0.0001512854,0.000266873,0.0008776338],"category_scores_gemma":[0.002119303,0.00008909444,0.000556503,0.0002727432,0.0001847897,0.0002636585,0.000261213,0.0003537099,0.00008613311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686541,"about_ca_system_score_gemma":0.000304236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000376869,"about_ca_topic_score_gemma":0.0009628027,"domain_scores_codex":[0.9997576,0.0001018656,0.00002795533,0.00003600146,0.00004315189,0.0000334116],"domain_scores_gemma":[0.9983026,0.0004036633,0.0009843856,0.00006305744,0.00005898365,0.000187206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00660989,0.0004907286,0.9661298,0.0001948054,0.0006127735,0.0002687958,0.0000903286,0.0007296145,0.001710399,0.00005409592,0.0004161623,0.02269264],"study_design_scores_gemma":[0.0007499621,0.007418661,0.9863173,0.00006519569,0.0004313355,0.001828817,0.0001240689,0.001028127,0.0005952952,0.000111816,0.001315303,0.00001410722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971159,0.002403562,0.00006827029,0.0001015043,0.00001147978,0.000009323307,0.00007632809,0.00000351409,0.0002101528],"genre_scores_gemma":[0.9989479,0.0007224617,0.00007378116,0.00005602023,0.00001783059,0.000007471871,0.0001417679,7.94477e-7,0.00003190427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008776338,"threshold_uncertainty_score":0.003930748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834031077639483,"score_gpt":0.3825963740828016,"score_spread":0.3342560633064067,"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."}}