{"id":"W4308372329","doi":"10.1002/cam4.5429","title":"T cell‐inflamed gene expression profile is associated with favorable disease‐specific survival in non‐hypermutated microsatellite‐stable colorectal cancer patients","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"Office of Research Infrastructure Programs, National Institutes of Health; Juno Therapeutics; National Institutes of Health; National Cancer Institute; University of Washington; Fred Hutchinson Cancer Research Center","keywords":"Microsatellite instability; Somatic hypermutation; Colorectal cancer; Cancer research; Biology; Biomarker; Cancer; Germline mutation; Oncology; Medicine; Gene; Mutation; Immunology; Genetics; Microsatellite; B cell; Allele","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":[0.0001180047,0.0001878667,0.0001841687,0.0004497583,0.0001620424,0.0002776056,0.0001053558,0.0002260308,0.001124758],"category_scores_gemma":[0.0005194747,0.000091109,0.0001803926,0.0003848592,0.0001481444,0.0001322272,0.0001444724,0.0002684534,0.0001492065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015624,"about_ca_system_score_gemma":0.0000883918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005463343,"about_ca_topic_score_gemma":0.0007952975,"domain_scores_codex":[0.9999141,0.00001645908,0.00001068122,0.0000296976,0.00001291096,0.00001622082],"domain_scores_gemma":[0.9995688,0.00007442216,0.0002213834,0.00001722119,0.00003606156,0.0000821428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004220018,0.00002323762,0.9933226,0.00001197917,0.00003287371,0.0002143576,0.00002577466,0.00008088479,0.004479425,0.000008297852,0.00006797017,0.001310606],"study_design_scores_gemma":[0.000008157201,0.0001402996,0.9979922,0.000003673766,0.00003629326,0.0007415485,0.00004918333,0.0003161115,0.0005525611,0.00002158062,0.0001356886,0.000002741665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995758,0.0001243146,0.00003711588,0.00001246694,0.000001569998,0.000001895723,0.0001404283,0.000002512214,0.0001039536],"genre_scores_gemma":[0.9996009,0.00003937267,0.00005866959,0.000008156135,0.000003674365,0.000003422103,0.0002067544,0.000001100627,0.00007791509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001124758,"threshold_uncertainty_score":0.003762722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388468352844666,"score_gpt":0.2509122981167146,"score_spread":0.2370276145882679,"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."}}