{"id":"W2155724119","doi":"10.1158/1078-0432.ccr-05-1652","title":"Application of Oligonucleotide Microarrays to Assess the Biological Effects of Neoadjuvant Imatinib Mesylate Treatment for Localized Prostate Cancer","year":2006,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Imatinib mesylate; Prostate cancer; Tissue microarray; Cancer research; Medicine; Cancer; Immunohistochemistry; Pathology; Laser capture microdissection; Gene expression; Oncology; Biology; Internal medicine; Imatinib; Gene","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":[0.004120099,0.0002430163,0.0009990076,0.0001881096,0.0001551782,0.00002667127,0.0005110753,0.0002487052,0.0001089704],"category_scores_gemma":[0.001562019,0.0001426024,0.0003563676,0.0008800137,0.001055503,0.00003475372,0.0002042256,0.000610081,0.00002393718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005748531,"about_ca_system_score_gemma":0.001285091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008566867,"about_ca_topic_score_gemma":0.0006759658,"domain_scores_codex":[0.9953185,0.0008280014,0.001252212,0.0007483767,0.0009742841,0.00087867],"domain_scores_gemma":[0.9924579,0.004711038,0.0002497528,0.000893357,0.001361199,0.0003267442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01284788,0.002368682,0.2027206,0.00258038,0.0004732709,0.00002688823,0.0004740205,0.0004185744,0.3204867,0.001197167,0.0160886,0.4403172],"study_design_scores_gemma":[0.01338117,0.01174426,0.1787164,0.001353058,0.0002209959,0.00000568357,0.0002024445,0.002262756,0.6139789,0.001853919,0.1758695,0.0004109727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756176,0.00410793,0.001463083,0.007979418,0.0002557641,0.009861013,0.0002595293,0.00004337326,0.0004122845],"genre_scores_gemma":[0.9847086,0.003496964,0.001808579,0.0002673256,0.0006455723,0.008159419,0.00004004425,0.0000633825,0.0008101207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399062,"threshold_uncertainty_score":0.9980352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2774345700430998,"score_gpt":0.5688233716791935,"score_spread":0.2913888016360937,"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."}}