{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002759584,0.0003439409,0.0006118098,0.0005737251,0.002208882,0.001659133,0.00113323,0.03169432,0.003713787],"category_scores_gemma":[0.01687643,0.0004509909,0.0007543255,0.0007113364,0.001836889,0.002645109,0.0008760631,0.01314885,0.002069225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002731637,"about_ca_system_score_gemma":0.002366136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597812,"about_ca_topic_score_gemma":0.01070293,"domain_scores_codex":[0.9980726,0.0008322201,0.0002533178,0.0001814574,0.0003644157,0.0002959298],"domain_scores_gemma":[0.9941888,0.003490515,0.0005595157,0.0002176799,0.0007799975,0.0007635637],"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":[0.0003349558,0.0001279183,0.02939365,0.0002035372,0.00008399112,0.2225536,0.001083301,0.0005319993,0.001554606,0.01203309,0.6726626,0.05943666],"study_design_scores_gemma":[0.0001868566,0.0003469603,0.0198191,0.001296991,0.0001640465,0.3181065,0.003372577,0.002819885,0.001331056,0.03204537,0.6203216,0.0001890517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007396312,0.003032598,0.0003286776,0.9745585,0.005520933,0.00001079707,0.00005064851,0.0000250042,0.009076544],"genre_scores_gemma":[0.1152211,0.004935603,0.001375346,0.8370829,0.03356218,0.00002638453,0.00007064745,0.00006337086,0.007662579],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03169432,"threshold_uncertainty_score":0.0198195,"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."}}