{"id":"W2078069292","doi":"10.1002/ijc.22107","title":"Multiple dysregulated pathways in nasopharyngeal carcinoma revealed by gene expression profiling","year":2006,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; The Scarborough Hospital; Princess Margaret Cancer Centre; McMaster University; University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Nasopharyngeal carcinoma; Survivin; Wnt signaling pathway; Gene expression profiling; Cancer research; Biology; Microarray; DNA microarray; Pathology; Downregulation and upregulation; Gene expression; Signal transduction; Medicine; Radiation therapy; Gene; Cancer; Internal medicine","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":[0.00008977611,0.0001635087,0.0002709693,0.0004786471,0.0002148955,0.0003067533,0.00008626364,0.0001222073,0.0005688263],"category_scores_gemma":[0.0001254293,0.00008143518,0.0001535344,0.0005125282,0.0001343139,0.0001130989,0.0001076448,0.0001553243,0.0001732152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021812,"about_ca_system_score_gemma":0.0002302041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006855557,"about_ca_topic_score_gemma":0.001606855,"domain_scores_codex":[0.9998759,0.00001947701,0.000007131992,0.00003554574,0.00003565643,0.00002630048],"domain_scores_gemma":[0.9999585,0.000009898322,0.000009759735,0.000003971137,0.00000889744,0.000008848555],"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":[0.0003531572,0.00004042489,0.02077013,0.00009385202,0.00003726815,0.0003536019,0.00008364506,0.0002147733,0.9666626,0.0001092708,0.0001230524,0.01115822],"study_design_scores_gemma":[0.00003546229,0.0005136934,0.6379653,0.00002685297,0.0001804126,0.002690623,0.0004912691,0.003397355,0.3468523,0.000630089,0.007195561,0.00002116873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961814,0.00147477,0.001100365,0.00005111696,0.000004230987,0.00001636447,0.0006088044,0.00002339807,0.0005395578],"genre_scores_gemma":[0.993014,0.001803314,0.002835144,0.00006288326,0.000007843233,0.00005985667,0.001230002,0.000007067366,0.0009799731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006855557,"threshold_uncertainty_score":0.001902938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188101713560468,"score_gpt":0.29993764093046,"score_spread":0.2811274695744132,"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."}}