{"id":"W2033940937","doi":"10.1016/j.ijrobp.2005.07.637","title":"Multiple Dysregulated Pathways in Nasopharyngeal Carcinoma Revealed by Gene Expression Profiling","year":2005,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"RNA Research and Splicing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Nasopharyngeal carcinoma; Medicine; Radiation therapy; Microarray; Biopsy; Pathology; Cancer; Population; Cisplatin; Gene expression profiling; Oncology; Internal medicine; Gene expression; Chemotherapy; Gene; Biology","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":[0.0001306686,0.0002115977,0.0003341317,0.0008589022,0.0003135235,0.0004901128,0.0001611512,0.0001969167,0.0009133152],"category_scores_gemma":[0.000144688,0.0001269416,0.0002232645,0.0007609925,0.0002393133,0.0002126094,0.0002071054,0.0002723353,0.000238897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505044,"about_ca_system_score_gemma":0.0002940056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008908673,"about_ca_topic_score_gemma":0.001479088,"domain_scores_codex":[0.9998528,0.00001342078,0.00001048244,0.00003223827,0.00005199901,0.00003911732],"domain_scores_gemma":[0.9999241,0.00001480513,0.00001982299,0.000008885872,0.00001525193,0.00001724549],"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":[0.0005488731,0.00003600147,0.02129131,0.000042286,0.00004048897,0.0003930234,0.0000559972,0.0001440148,0.9711301,0.0001229356,0.00007264609,0.006122349],"study_design_scores_gemma":[0.00003530872,0.0004378918,0.5044683,0.00001858837,0.0002980189,0.002594345,0.0005573826,0.003117238,0.4838584,0.0006074881,0.003984886,0.00002213307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956626,0.001685592,0.001029981,0.00006529844,0.000008412555,0.00001603719,0.0005822382,0.00003193176,0.0009179013],"genre_scores_gemma":[0.9962335,0.001056098,0.001010396,0.00004234415,0.000009604509,0.00003318161,0.0005093546,0.000008687872,0.001096698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009133152,"threshold_uncertainty_score":0.003055394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603979407400821,"score_gpt":0.2988651581803573,"score_spread":0.2828253641063491,"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."}}