{"id":"W2404404700","doi":"","title":"Gene expression changes in oral tissues following black raspberry exposure: Interim Affymetrix array analysis of a Phase 1 clinical trial.","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology and Prevention Biomarkers","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cancer; Microarray; Biopsy; Carcinogenesis; Hepatocellular carcinoma; Pathology; Oncology; Internal medicine; Gene expression; Gene; Biology; Genetics","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":[0.005139099,0.0001735941,0.0006290561,0.0003927191,0.00004720077,0.000004700248,0.0001470295,0.0003990006,0.00009097138],"category_scores_gemma":[0.0006148704,0.0001557446,0.0003309148,0.000498097,0.0001985389,0.000009363083,0.00005755354,0.0001145944,8.066501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600655,"about_ca_system_score_gemma":0.00005469358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003403491,"about_ca_topic_score_gemma":0.0003868334,"domain_scores_codex":[0.9971928,0.0009383006,0.0009246694,0.0005797988,0.00008600888,0.000278434],"domain_scores_gemma":[0.9987927,0.0001876335,0.0005207831,0.0003233127,0.00005029989,0.0001252718],"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":[0.01135801,0.0002644285,0.1795319,0.00003073298,0.001100725,0.000001962164,0.00008823195,0.00001649231,0.7391726,0.00001041497,0.002337377,0.06608711],"study_design_scores_gemma":[0.04436708,0.003467099,0.2600902,0.0003016832,0.001344674,0.000002214114,0.0007200153,0.0001829706,0.6540965,0.0005336772,0.03416611,0.0007277728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693148,0.008488247,0.02069209,0.0003640089,0.0006797669,0.0003502515,0.0000191832,0.000009623259,0.000081992],"genre_scores_gemma":[0.9933265,0.003460757,0.002149276,0.0002365873,0.0001624999,0.00006860497,0.0002640327,0.00001201017,0.000319666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08507614,"threshold_uncertainty_score":0.6351079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251677810818117,"score_gpt":0.4718982303776792,"score_spread":0.3467304492958675,"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."}}