{"id":"W3209681685","doi":"10.1016/j.ijrobp.2021.07.908","title":"Working Towards a New Definition of Biochemical Failure in the Era of Stereotactic Body Radiation Therapy for Prostate Cancer","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Radiation therapy; Medical physics; Prostate; Cancer; Oncology; Internal medicine","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":[0.06162436,0.00154694,0.002455568,0.006136144,0.005222766,0.01584413,0.005500268,0.005642885,0.00275455],"category_scores_gemma":[0.07600419,0.0008650998,0.002631079,0.002649937,0.02211265,0.03217429,0.01238696,0.02989717,0.001219165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007792439,"about_ca_system_score_gemma":0.02004362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007306128,"about_ca_topic_score_gemma":0.009119163,"domain_scores_codex":[0.9775324,0.01178706,0.003865999,0.001818664,0.003752569,0.001243409],"domain_scores_gemma":[0.9206938,0.03427684,0.008423715,0.003712404,0.02459251,0.008300706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005216518,0.0004992236,0.04678609,0.002052695,0.0004157234,0.001077103,0.02311277,0.003768672,0.003800391,0.4509734,0.120201,0.3467913],"study_design_scores_gemma":[0.0001073013,0.0007530336,0.01578499,0.005496764,0.000337221,0.004397537,0.02950067,0.006295343,0.001933372,0.5117974,0.4229026,0.0006937202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02531756,0.05882116,0.1241112,0.7405658,0.02939544,0.0001506735,0.000249055,0.0003877386,0.02100134],"genre_scores_gemma":[0.4583989,0.06129706,0.2294652,0.1988196,0.04213553,0.0006875792,0.001050226,0.001077402,0.007068479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06162436,"threshold_uncertainty_score":0.3259047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311687363848058,"score_gpt":0.3427231734845824,"score_spread":0.3196062998461018,"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."}}