{"id":"W4306403523","doi":"10.3390/curroncol29100619","title":"Outcomes of High-Dose Stereotactic Ablative Radiotherapy to All/Multiple Sites for Oligometastatic Renal Cell Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China International Medical Foundation; Beijing Xisike Clinical Oncology Research Foundation","keywords":"SABR volatility model; Medicine; Radiation therapy; Renal cell carcinoma; Ablative case; Internal medicine; Univariate analysis; Oncology; Radiosurgery; Urology; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003352018,0.0001429661,0.0002815328,0.000223434,0.0002939597,0.0003404808,0.0001749682,0.0001730819,0.0009831458],"category_scores_gemma":[0.0008569126,0.0000611708,0.0004539698,0.0003736665,0.000171945,0.0002296497,0.000296682,0.0002621158,0.0001104045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893666,"about_ca_system_score_gemma":0.0004028101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009163272,"about_ca_topic_score_gemma":0.002516362,"domain_scores_codex":[0.9998264,0.00004247474,0.00001788276,0.00003884709,0.00003372311,0.00004073976],"domain_scores_gemma":[0.9992734,0.0000795819,0.0003906444,0.00002359645,0.00004545225,0.0001873107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001716,0.0001038664,0.989136,0.00003267462,0.00008125328,0.0002217475,0.0000602063,0.0002954104,0.0004859952,0.00001826342,0.000154346,0.008408436],"study_design_scores_gemma":[0.00005912468,0.001103987,0.9967122,0.000009484213,0.0001232764,0.0009016603,0.00009826004,0.0003541144,0.0002461673,0.00005082465,0.0003355152,0.000005398178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993705,0.0002515212,0.00004425317,0.00002160086,0.000002942,0.000006003557,0.00008768155,0.000001719869,0.0002137937],"genre_scores_gemma":[0.9997274,0.0000471524,0.00001788717,0.000009932001,0.000004646413,0.00000381305,0.0001486494,5.856118e-7,0.00003988079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009831458,"threshold_uncertainty_score":0.003550649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022855941515323,"score_gpt":0.3979293222638052,"score_spread":0.2956437281122729,"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."}}