{"id":"W2126547130","doi":"10.1038/nature13480","title":"Comprehensive molecular characterization of gastric adenocarcinoma","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":6505,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Ontario Institute for Cancer Research; University of British Columbia; St. Joseph’s Healthcare Hamilton; Canada's Michael Smith Genome Sciences Centre; Queen's University","funders":"National Cancer Institute; National Human Genome Research Institute; National Institutes of Health","keywords":"Microsatellite instability; Cancer research; Chromosome instability; Biology; Cancer; Targeted therapy; Adenocarcinoma; RHOA; Gene; Mutation; Genetics; Chromosome; Signal transduction; Microsatellite","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":[0.0004096141,0.0002610696,0.0003999534,0.002851039,0.0002445369,0.0005306613,0.0002479742,0.000236071,0.0006938881],"category_scores_gemma":[0.0004876451,0.0001230747,0.0004226213,0.001288314,0.0001473973,0.000229622,0.000415298,0.0002552767,0.000334748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028668,"about_ca_system_score_gemma":0.0003253664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558365,"about_ca_topic_score_gemma":0.002569954,"domain_scores_codex":[0.9997523,0.00002898898,0.00003073883,0.00005969997,0.00009002005,0.00003819953],"domain_scores_gemma":[0.9997327,0.00003042186,0.00003316796,0.00003644098,0.0001298795,0.00003739484],"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":[0.0006488899,0.00004290526,0.2084221,0.0009068567,0.0003446123,0.001768512,0.0003253849,0.001242015,0.642531,0.0007683409,0.002900352,0.1400991],"study_design_scores_gemma":[0.00003436588,0.0003778407,0.8305603,0.0001204549,0.0006489513,0.01202438,0.0004131525,0.003095208,0.09357206,0.0006770939,0.05843257,0.00004357225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307107,0.03824584,0.01118974,0.0003922021,0.0000530362,0.0002396682,0.009411275,0.0004058703,0.009351707],"genre_scores_gemma":[0.9563765,0.01108447,0.01398717,0.0002609572,0.00004456441,0.0001665492,0.01618688,0.00006232697,0.001830553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002851039,"threshold_uncertainty_score":0.005086899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008634789281613374,"score_gpt":0.2493594831877509,"score_spread":0.2407246939061376,"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."}}