{"id":"W3195711664","doi":"10.2147/cmar.s324203","title":"Transcriptome Signature of Immune Cells Post Reovirus Treatment in KRAS Mutated Colorectal Cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oncolytics Biotech; Yeshiva University","keywords":"KRAS; Colorectal cancer; Peripheral blood mononuclear cell; Transcriptome; Cancer research; Immune system; Gene; Oncolytic virus; Biology; Cancer; Medicine; Immunology; Gene expression; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005068236,0.000138355,0.0004417299,0.0003482308,0.00007047067,0.00001721972,0.0001008048,0.00009615236,0.0007307754],"category_scores_gemma":[0.00003497114,0.0001085783,0.00009311744,0.0005980239,0.0002776023,0.0000523084,0.0001083624,0.0003862035,0.000006314659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104107,"about_ca_system_score_gemma":0.0001898689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033106,"about_ca_topic_score_gemma":0.001322439,"domain_scores_codex":[0.9979483,0.0003031291,0.0003219796,0.0003889136,0.0003826729,0.0006550371],"domain_scores_gemma":[0.9993072,0.00003995169,0.00003281451,0.0001814936,0.0002617398,0.0001768],"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":[0.003118745,0.0005465652,0.03513533,0.0008857077,0.0005595307,0.00223065,0.0007858454,0.00004833514,0.9072145,0.0001691343,0.002912378,0.04639333],"study_design_scores_gemma":[0.01385058,0.004204385,0.6280552,0.001418051,0.0001571091,0.00003963976,0.003828672,0.0004853687,0.3059784,0.0001754233,0.0414874,0.0003197573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713489,0.02115853,0.000004364641,0.004612003,0.0001277436,0.0007569602,0.00007702451,0.00001214724,0.001902267],"genre_scores_gemma":[0.940397,0.05119593,0.00009178154,0.0001338937,0.00006714769,0.0003028439,0.00005576666,0.00001718786,0.007738397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.601236,"threshold_uncertainty_score":0.8001478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04452024175985621,"score_gpt":0.3903088371135194,"score_spread":0.3457885953536632,"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."}}