{"id":"W4205678797","doi":"10.1038/s41585-021-00560-3","title":"Substituting SABR for systemic therapy in oligometastatic renal cell carcinoma — buying time or time to change?","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; SABR volatility model; Renal cell carcinoma; Systemic therapy; Oncology; Internal medicine; Expanded access; Cancer","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002182614,0.001166516,0.006936889,0.001170733,0.0001377931,0.00002537603,0.0006086632,0.001071196,0.002105682],"category_scores_gemma":[0.0005846309,0.0007654872,0.001379463,0.001521983,0.00005083686,0.0000589393,0.0001782605,0.002226992,0.00143212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117881,"about_ca_system_score_gemma":0.0006884692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450717,"about_ca_topic_score_gemma":0.000004531034,"domain_scores_codex":[0.9935928,0.001482086,0.001999375,0.001433974,0.0004461462,0.001045615],"domain_scores_gemma":[0.9960142,0.001321728,0.001064142,0.001177879,0.00009473161,0.0003272945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003085854,0.0001828105,0.00000746854,0.04116287,0.0001803802,0.001208911,0.0001550001,0.000001121862,0.00004213342,0.000006395646,0.002983702,0.9537606],"study_design_scores_gemma":[0.001399046,0.002195565,0.000008318703,0.006191802,0.002224443,0.004568564,0.000003715254,0.00001757471,0.000007583253,0.00000256343,0.9828228,0.0005579606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002237122,0.9804323,0.000007727211,0.0002683893,0.0002887316,0.01794858,0.0000777833,0.00006502576,0.0006877476],"genre_scores_gemma":[0.00008984387,0.984273,0.0009660109,0.002046485,0.0007163835,0.00827317,0.0008914893,0.000225338,0.002518333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798391,"threshold_uncertainty_score":0.9994796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087354914365347,"score_gpt":0.3596558151724702,"score_spread":0.2509203237359355,"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."}}