{"id":"W4391051278","doi":"10.1007/s00345-023-04731-2","title":"A review of stereotactic ablative radiotherapy for nonmetastatic renal cell carcinoma","year":2024,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Ottawa Regional Cancer Foundation; Kingston Health Sciences Centre","funders":"","keywords":"SABR volatility model; Medicine; Renal cell carcinoma; Ablative case; Cryotherapy; Radiation therapy; Cryoablation; Radiofrequency ablation; Nephrology; Malignancy; Radiosurgery; Dialysis; Urology; Radiology; Internal medicine; Oncology; Ablation","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":[0.000636503,0.0008369843,0.002173326,0.003884956,0.0002889459,0.0009177856,0.001124869,0.0008942586,0.003786011],"category_scores_gemma":[0.001225993,0.0003553283,0.001029877,0.004266551,0.0003593397,0.001159525,0.0005380597,0.001034519,0.0008404937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005492441,"about_ca_system_score_gemma":0.001310559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369008,"about_ca_topic_score_gemma":0.004741632,"domain_scores_codex":[0.9997197,0.00004748597,0.00008256007,0.00004981605,0.00008487883,0.00001553178],"domain_scores_gemma":[0.9994388,0.000308825,0.0001142283,0.00001045466,0.0001005461,0.0000270608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009337242,0.00006017812,0.0002750384,0.1158046,0.0004190376,0.0002494178,0.00008244537,0.0003512113,0.001108404,0.0009181027,0.03406212,0.846576],"study_design_scores_gemma":[0.00007341414,0.0002614425,0.002685407,0.03737202,0.002037935,0.003331319,0.0001239797,0.0001906529,0.0004745761,0.000997188,0.9523902,0.00006185169],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006012597,0.9994594,0.00004098723,0.00007136739,0.00008639755,0.000003681196,0.00002180688,0.000003661508,0.0002525377],"genre_scores_gemma":[0.0003516787,0.9991704,0.0001071546,0.0001304278,0.0000778323,0.000003448503,0.0000271997,8.459887e-7,0.0001310169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003884956,"threshold_uncertainty_score":0.01266545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440573020573242,"score_gpt":0.3565611940718332,"score_spread":0.3021554638661008,"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."}}