{"id":"W2897371817","doi":"10.1016/j.ijrobp.2018.07.365","title":"Identifying Potential Predictors of Late Renal Toxicity after Stereotactic Body Radiation Therapy for Primary Renal Cell Carcinoma: A Prospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Renal cell carcinoma; Toxicity; Renal function; Urology; Kidney disease; Proportional hazards model; Cohort; Prospective cohort study; Internal medicine; Oncology","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":[0.000686539,0.0004681522,0.0004999733,0.0004992559,0.0008222214,0.0009535939,0.0005470909,0.0007558503,0.001545992],"category_scores_gemma":[0.001634255,0.000649415,0.001352628,0.0008861708,0.0003412561,0.0009157137,0.0006736763,0.001272329,0.0003142651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014058,"about_ca_system_score_gemma":0.0008002708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004989274,"about_ca_topic_score_gemma":0.005876635,"domain_scores_codex":[0.9994609,0.00009066081,0.00005045244,0.0001816093,0.00007858147,0.0001378518],"domain_scores_gemma":[0.9990055,0.0001414534,0.0003327837,0.0001825959,0.0001123476,0.0002254529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003711027,0.000123051,0.9979988,0.00000498936,0.0001327676,0.0001315501,0.00007466185,0.00005034334,0.0004309913,0.00001363696,0.00006760902,0.0006004351],"study_design_scores_gemma":[0.00003058435,0.0004435472,0.9979291,0.000003588909,0.0001593956,0.0005141271,0.0003139708,0.0002416754,0.0001246645,0.00003307451,0.0001955839,0.00001073844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994588,0.00009497482,0.0001115947,0.00002253051,0.00000618216,0.000009258245,0.0001710198,0.000002152993,0.0001234643],"genre_scores_gemma":[0.9993095,0.00006382498,0.0000823695,0.00002608665,0.000008142086,0.00001086022,0.0003005931,0.000004839629,0.0001937151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004989274,"threshold_uncertainty_score":0.009920478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572062611520778,"score_gpt":0.3050241647264469,"score_spread":0.2893035386112391,"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."}}