{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001728372,0.0001735969,0.0002046647,0.0003849572,0.0001443756,0.0002126522,0.00009317783,0.0001932399,0.000853717],"category_scores_gemma":[0.0002473659,0.00006075201,0.0001399364,0.0004136492,0.0001064154,0.00008685407,0.00009385109,0.0001508435,0.0002355141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490667,"about_ca_system_score_gemma":0.0001963584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003997293,"about_ca_topic_score_gemma":0.001097802,"domain_scores_codex":[0.9999212,0.00002116041,0.000006214417,0.00001594106,0.00002054261,0.00001503021],"domain_scores_gemma":[0.9998963,0.00003325603,0.00002483094,0.000006796233,0.00001942475,0.00001947247],"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":[0.001372832,0.0001738106,0.3758978,0.0003311219,0.00007980282,0.0004935354,0.0001436767,0.0004305468,0.5936657,0.00007536228,0.0003796111,0.02695633],"study_design_scores_gemma":[0.00003264217,0.0008713992,0.918838,0.00003851549,0.0001515592,0.001780488,0.0002941857,0.002888683,0.07283431,0.0001607726,0.002099462,0.000009901874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961066,0.00191013,0.0007519575,0.00007323061,0.00001028012,0.00002517581,0.0007238595,0.00001258024,0.0003861432],"genre_scores_gemma":[0.9962038,0.0005402587,0.001702203,0.00004070791,0.00001005119,0.00003919092,0.001066739,0.000002409874,0.0003946564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000853717,"threshold_uncertainty_score":0.002855957,"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."}}