{"id":"W4362697911","doi":"10.1016/j.eururo.2023.03.025","title":"Stereotactic Radiotherapy for Renal Cell Carcinoma: The Fallacy of (False) Positive Post-treatment Biopsy?","year":2023,"lang":"en","type":"letter","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Renal cell carcinoma; Radiation therapy; Biopsy; Radiology; Carcinoma; Oncology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003420021,0.0007246115,0.001085103,0.0003414773,0.0001243063,0.00002548903,0.0003977939,0.0003572793,0.00009532714],"category_scores_gemma":[0.00006344377,0.0004560663,0.0007427438,0.0001908772,0.0002953057,0.00002731252,0.0001019315,0.0008249961,0.0002842199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797098,"about_ca_system_score_gemma":0.0002316124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211232,"about_ca_topic_score_gemma":0.000009814307,"domain_scores_codex":[0.9962454,0.001049193,0.0007007373,0.0009026061,0.0003493348,0.0007527516],"domain_scores_gemma":[0.9965299,0.001261559,0.0005494157,0.001236485,0.0003028642,0.0001197682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00634444,0.001129525,0.004218034,0.001014629,0.005638609,0.04778393,0.004608651,0.00002324694,0.03911843,0.00004983266,0.8844203,0.005650403],"study_design_scores_gemma":[0.0091414,0.02445513,0.06461564,0.00006652589,0.003793466,0.002791219,0.00007217965,0.0000372833,0.006447344,0.00003040991,0.8878266,0.0007227946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3824372,0.005859548,0.0001512596,0.5926526,0.001346658,0.005059466,0.0009198889,0.0002110339,0.01136238],"genre_scores_gemma":[0.5599054,0.0003726681,0.0008072258,0.3891973,0.00817615,0.0002831512,0.003406156,0.0009446656,0.03690731],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2034553,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264608128772831,"score_gpt":0.2588055701548945,"score_spread":0.2323447572776114,"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."}}