{"id":"W3194741964","doi":"10.1016/j.eururo.2021.07.026","title":"Stereotactic Radiotherapy for Oligoprogression in Metastatic Renal Cell Cancer Patients Receiving Tyrosine Kinase Inhibitor Therapy: A Phase 2 Prospective Multicenter Study","year":2021,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ozmosis Research (Canada); McMaster University; University of Calgary; Princess Margaret Cancer Centre; Juravinski Cancer Centre; University of Manitoba; Ottawa Hospital; CancerCare Manitoba; University of Ottawa; McGill University; Sunnybrook Health Science Centre; Jewish General Hospital; University of Alberta; London Health Sciences Centre; University of Toronto; Western University","funders":"","keywords":"Medicine; Internal medicine; Renal cell carcinoma; Cumulative incidence; Oncology; Prospective cohort study; Tyrosine-kinase inhibitor; Radiation therapy; Incidence (geometry); Confidence interval; Systemic therapy; Cancer; Surgery; Cohort","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":[],"consensus_categories":[],"category_scores_codex":[0.0003055405,0.0002951176,0.0004870391,0.0001635649,0.00007211886,0.00002788301,0.00008766525,0.00003431397,0.0001402509],"category_scores_gemma":[0.0001025477,0.0002296723,0.0001164502,0.000234594,0.00005149555,0.0000783313,0.00005680546,0.0002439119,0.00001398719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264556,"about_ca_system_score_gemma":0.00009606426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428197,"about_ca_topic_score_gemma":0.00004474831,"domain_scores_codex":[0.9974353,0.0008106002,0.0004679605,0.0006576036,0.000221248,0.0004073275],"domain_scores_gemma":[0.9989336,0.0001490296,0.0001938706,0.0003606664,0.0002229414,0.0001399233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.014611,0.02816616,0.7936385,0.000118947,0.0006327208,0.004183424,0.007733049,0.0000279494,0.110816,0.000001601306,0.0004066023,0.03966398],"study_design_scores_gemma":[0.1014616,0.02044117,0.8064705,0.000123254,0.0004091366,0.00003585127,0.0002973005,0.0003713928,0.06662132,0.000005517214,0.003391626,0.0003713239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925494,0.003502579,0.00005263193,0.0002846181,0.0003112936,0.002858434,0.00002121696,0.00004103279,0.0003788434],"genre_scores_gemma":[0.997238,0.0001627125,0.0008885211,0.0006567209,0.0002037864,0.0002927629,0.00005850341,0.0001028188,0.0003962102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08685063,"threshold_uncertainty_score":0.9365764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723085912317672,"score_gpt":0.3187360434546051,"score_spread":0.2915051843314284,"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."}}