{"id":"W2315123780","doi":"10.1158/1538-7445.am10-2136","title":"Abstract 2136: Combined 8q gain and 10q loss predicts for relapse following radical radiotherapy in intermediate risk prostate cancer","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; University of British Columbia; University Health Network","funders":"","keywords":"PTEN; Prostate cancer; Prostate; Radiation therapy; Medicine; Oncology; Biochemical recurrence; Cancer; Cancer research; Internal medicine; Erg; Urology; Biology; Prostatectomy; PI3K/AKT/mTOR pathway; Genetics; Apoptosis","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":[0.0002079838,0.0001950259,0.0001762379,0.0006722689,0.0002294494,0.0003434427,0.0002745992,0.000272705,0.002841606],"category_scores_gemma":[0.0007682552,0.0001085581,0.0001915642,0.0003495092,0.0002044537,0.0001424753,0.0002418309,0.0002753933,0.0002459663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454667,"about_ca_system_score_gemma":0.0001250313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553294,"about_ca_topic_score_gemma":0.001737053,"domain_scores_codex":[0.9998715,0.00002653137,0.00001094386,0.00003573402,0.00002973238,0.00002562925],"domain_scores_gemma":[0.9995577,0.0001029263,0.0001660092,0.00002099462,0.00003562897,0.000116729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350501,0.00001653631,0.9977895,0.000004080816,0.00001488392,0.00006707764,0.00001824882,0.00004540614,0.0009096762,0.000005365524,0.00005224575,0.0009420456],"study_design_scores_gemma":[0.000004396947,0.0000885125,0.9986575,0.000001861108,0.00001824,0.0006294796,0.00003717657,0.0002101748,0.0002736617,0.00001286782,0.00006452626,0.000001649092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996235,0.00007477813,0.00005197806,0.00001230059,0.00000150343,0.000002531012,0.00008250311,0.000003743691,0.0001470729],"genre_scores_gemma":[0.9998052,0.00001032258,0.00003099077,0.0000048538,0.000002607912,0.00000138737,0.00009002248,7.252111e-7,0.00005402748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002841606,"threshold_uncertainty_score":0.009506047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016847874803538,"score_gpt":0.3615942086714596,"score_spread":0.3447463338679216,"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."}}