{"id":"W2221777814","doi":"","title":"Gene-expression Profiling in Non-small Cell Lung Cancer with Invasion of Mediastinal Lymph Nodes for Prognosis Evaluation.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Connective Tissue Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Lung cancer; Mediastinal lymph node; Gene expression profiling; Chemotherapy; Microarray; ERCC1; Lymph node; Medicine; Cancer research; Gene expression; Extracellular matrix; TXNIP; Oncology; Biology; Pathology; Gene; Cancer; Internal medicine; Thioredoxin; Metastasis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005909456,0.0001075073,0.0001229483,0.00007846143,0.00002993644,0.000007612417,0.0001468038,0.00007917426,0.00001145495],"category_scores_gemma":[0.0003229867,0.00007078265,0.00003601392,0.00009454704,0.00004678233,0.000006608897,0.00008457467,0.00003187557,3.316297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007462803,"about_ca_system_score_gemma":0.0001805436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000371747,"about_ca_topic_score_gemma":0.00006787081,"domain_scores_codex":[0.9988869,0.00007081593,0.0001665098,0.0003363274,0.0002315,0.0003078755],"domain_scores_gemma":[0.999281,0.00006661291,0.00009275325,0.0001684632,0.0003184081,0.00007276989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002320404,0.00004173203,0.400351,0.0000829984,0.00001099171,3.387581e-7,0.00002146873,0.00001891233,0.5707496,5.349891e-7,0.00002144928,0.02846894],"study_design_scores_gemma":[0.001521833,0.00003845209,0.2937683,0.00005429695,0.00001499847,5.56858e-7,0.00001554237,0.0001193209,0.7043619,0.000006451447,0.00001780355,0.00008063233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945197,0.0006389216,0.002305939,0.0000955422,0.00004185603,0.002268475,0.00003600889,0.000004224765,0.00008933123],"genre_scores_gemma":[0.9885287,0.00006587446,0.00130349,0.000008226143,0.00009722522,0.009858609,0.00002618191,0.00002097985,0.0000907301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336123,"threshold_uncertainty_score":0.2886433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852217935495213,"score_gpt":0.2934240622807414,"score_spread":0.2549018829257892,"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."}}