{"id":"W2965677442","doi":"10.1200/jco.2013.31.15_suppl.5089","title":"The role of advanced genetic testing in the management of prostate cancer post radical prostatectomy.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Internal medicine; Oncology; ERCC1; Cancer; DNA repair","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":[0.0009397106,0.0001836448,0.000252223,0.0008338523,0.0001974008,0.0005243626,0.0002848151,0.0002795303,0.001234265],"category_scores_gemma":[0.001692454,0.00007660472,0.000139767,0.0006662047,0.0002340503,0.0002813076,0.0002893898,0.0003016263,0.0001962483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003709159,"about_ca_system_score_gemma":0.0004152319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810372,"about_ca_topic_score_gemma":0.005295775,"domain_scores_codex":[0.9997793,0.00007973428,0.00002065777,0.00003511892,0.00006566905,0.00001955591],"domain_scores_gemma":[0.9993544,0.0002172084,0.000193324,0.00002454157,0.0000854586,0.0001250286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007547333,0.00009830617,0.6309718,0.0002236925,0.0001168894,0.000643384,0.00006412614,0.001160388,0.003318992,0.0003663875,0.006193743,0.3560875],"study_design_scores_gemma":[0.00005021499,0.0004360697,0.9786643,0.000172978,0.0001387443,0.002559683,0.0001319785,0.00469712,0.001167418,0.00112765,0.01083097,0.00002287598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075706,0.06730302,0.002807569,0.009860124,0.0002136847,0.00007730414,0.001570181,0.0001911434,0.01040632],"genre_scores_gemma":[0.9878688,0.007721678,0.002690097,0.0005952914,0.000153088,0.00001041299,0.0004894515,0.000008905447,0.0004620892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002810372,"threshold_uncertainty_score":0.005587995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07133883111346599,"score_gpt":0.4630735036416319,"score_spread":0.3917346725281659,"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."}}