{"id":"W2246017458","doi":"10.1200/jco.2015.33.3_suppl.286","title":"Next-generation sequencing: Profiling gallbladder cancer (GBC).","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"KRAS; Amplicon; Gallbladder cancer; Medicine; IDH1; Gemcitabine; Intrahepatic Cholangiocarcinoma; Adenocarcinoma; Gallbladder; Cancer; Internal medicine; Pathology; Oncology; Cancer research; Mutation; Gene; Biology; Genetics; Polymerase chain reaction; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006554736,0.0002284614,0.0002240802,0.0007326601,0.0001804525,0.0003457273,0.0001925447,0.0004154306,0.001004368],"category_scores_gemma":[0.0006564335,0.0001411431,0.0001870055,0.0006145595,0.0001569381,0.0001298406,0.0002298295,0.0002443893,0.0005210558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920351,"about_ca_system_score_gemma":0.0004073125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279231,"about_ca_topic_score_gemma":0.0103814,"domain_scores_codex":[0.9998053,0.00004383561,0.00001946116,0.00005336323,0.00005531214,0.00002285365],"domain_scores_gemma":[0.9998215,0.00005980075,0.00003408537,0.00001748789,0.00004059331,0.00002653804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001212277,0.0001315203,0.2461901,0.00153552,0.0002851777,0.001869125,0.0004318264,0.002470064,0.5832382,0.000449965,0.006880645,0.1553054],"study_design_scores_gemma":[0.0001493963,0.0009150858,0.6982914,0.0003446744,0.0005882642,0.01375981,0.0003672733,0.01434199,0.2250073,0.0009882733,0.04518552,0.00006089188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496379,0.022433,0.01304594,0.0009411559,0.00009604259,0.0002339017,0.008000055,0.0005472047,0.005064875],"genre_scores_gemma":[0.9340644,0.007475604,0.04480118,0.0007517491,0.00005838316,0.0001148674,0.009815556,0.00007264052,0.002845623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004279231,"threshold_uncertainty_score":0.008508623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5338523391489167,"score_gpt":0.4950148605394508,"score_spread":0.03883747860946596,"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."}}