{"id":"W4292978844","doi":"10.1200/jco.22.00644","title":"Long-Term Outcomes and Genetic Predictors of Response to Metastasis-Directed Therapy Versus Observation in Oligometastatic Prostate Cancer: Analysis of STOMP and ORIOLE Trials","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of British Columbia","funders":"National Cancer Institute; Astellas Pharma; AstraZeneca","keywords":"Medicine; Hazard ratio; Internal medicine; Oncology; Prostate cancer; Clinical endpoint; Cancer; Clinical trial; Confidence interval","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":[0.02540942,0.0009396439,0.003975307,0.0007255891,0.0003391246,0.00172589,0.0009336882,0.001498077,0.001035376],"category_scores_gemma":[0.01683613,0.0002862034,0.007604963,0.001161094,0.0008101684,0.001418831,0.001147903,0.002116122,0.0001794689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644256,"about_ca_system_score_gemma":0.0006148369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229047,"about_ca_topic_score_gemma":0.0006209388,"domain_scores_codex":[0.986643,0.0100194,0.0008464355,0.001069561,0.0008276432,0.0005939856],"domain_scores_gemma":[0.9771125,0.01427165,0.004708175,0.001977968,0.0006255,0.001304227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.6962344,0.001397493,0.1576152,0.002649269,0.08600583,0.0002523546,0.0002908583,0.002611995,0.004109865,0.0003775278,0.0009874862,0.04746771],"study_design_scores_gemma":[0.05511147,0.1604649,0.6845696,0.0007809083,0.08368529,0.0005679111,0.0003904194,0.005289202,0.002481431,0.002167527,0.004239399,0.0002518867],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770696,0.01995997,0.0009007496,0.0002527841,0.00009365912,0.0001812415,0.0008247361,0.00001791902,0.0006994266],"genre_scores_gemma":[0.9960784,0.001614017,0.0004686039,0.0002289413,0.0001630403,0.0002639577,0.0008441586,0.00001298935,0.000325838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02540942,"threshold_uncertainty_score":0.1343795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3077671283698146,"score_gpt":0.5398081416264104,"score_spread":0.2320410132565959,"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."}}