{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836675,0.001223049,0.001791878,0.0003311514,0.0004321163,0.000834957,0.0005207473,0.001166886,0.003367453],"category_scores_gemma":[0.0007277993,0.0005156851,0.0009812799,0.0004333598,0.0005917427,0.0004572981,0.0002692947,0.001848551,0.0007243593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087355,"about_ca_system_score_gemma":0.001128305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006862839,"about_ca_topic_score_gemma":0.001768523,"domain_scores_codex":[0.999358,0.0002784933,0.00002283293,0.0001116147,0.00007881203,0.0001502172],"domain_scores_gemma":[0.9995454,0.00008835065,0.0001271742,0.00005315181,0.00004648467,0.0001394069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8009573,0.03992167,0.007775746,0.0004726314,0.0009851443,0.0001433558,0.0001485022,0.0008508238,0.1034322,0.0001113779,0.003243621,0.04195761],"study_design_scores_gemma":[0.274771,0.6726164,0.03007848,0.00002184728,0.001095894,0.0002247162,0.00008817831,0.0007384713,0.01699564,0.0001738099,0.003157005,0.00003850653],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992417,0.00134472,0.0004492231,0.0003672595,0.0000923363,0.002346467,0.00174791,0.000102222,0.001132845],"genre_scores_gemma":[0.9770504,0.001486502,0.002795907,0.00122857,0.0001893127,0.006884301,0.005604599,0.00006032868,0.004700056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003367453,"threshold_uncertainty_score":0.01126528,"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."}}