{"id":"W3008128954","doi":"10.1200/jco.2020.38.6_suppl.221","title":"Comparative efficacy of local versus systemic salvage therapies for recurrent prostate cancer after primary radiotherapy.","year":2020,"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":"University of British Columbia, Okanagan Campus; University of British Columbia; Health Sciences Centre; University of Toronto; Queen's University; London Health Sciences Centre; Okanagan University College; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Medicine; Salvage therapy; Prostate cancer; Propensity score matching; Androgen deprivation therapy; Cryotherapy; Internal medicine; Oncology; Prostatectomy; Radiation therapy; Clinical endpoint; Surgery; Proportional hazards model; Cohort; Cancer; Urology; Randomized controlled trial; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216187,0.0004541235,0.001678488,0.0004326946,0.0001167025,0.0006094934,0.0005774758,0.0005503081,0.00375933],"category_scores_gemma":[0.002619714,0.0001775507,0.00229461,0.0003962613,0.0005155469,0.0004852088,0.0003546493,0.0008069812,0.0007040553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006638593,"about_ca_system_score_gemma":0.0005985473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763082,"about_ca_topic_score_gemma":0.001189733,"domain_scores_codex":[0.9988241,0.0006282317,0.00009913421,0.0002064055,0.0001500524,0.00009208584],"domain_scores_gemma":[0.9985101,0.000612828,0.0004414354,0.0001872436,0.000063814,0.0001846153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5509291,0.0084003,0.04015071,0.003572244,0.009428049,0.0001982107,0.0001889514,0.003964267,0.006832457,0.0003428832,0.001715783,0.3742771],"study_design_scores_gemma":[0.06789077,0.7264135,0.1783861,0.0004358736,0.01091367,0.0009575813,0.000187435,0.00470254,0.00571781,0.0008834011,0.00344126,0.00006990841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805705,0.01519973,0.0006594369,0.0002068121,0.0001648168,0.0003655633,0.0005938191,0.00004659061,0.002192787],"genre_scores_gemma":[0.9961635,0.00214202,0.0002698258,0.0001542293,0.0001351569,0.000137408,0.0005259732,0.000007123288,0.0004648182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00375933,"threshold_uncertainty_score":0.01257622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2120770082627773,"score_gpt":0.5214015873049678,"score_spread":0.3093245790421905,"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."}}