{"id":"W4387320120","doi":"10.48083/sdmv1045","title":"Imaging of Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal cell carcinoma; Magnetic resonance imaging; Medicine; Radiology; Ultrasound; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004861103,0.0001533296,0.0002813114,0.0002580837,0.0002178586,0.00002020934,0.0002888709,0.0000316323,0.003422339],"category_scores_gemma":[0.00008517547,0.000136317,0.0003566182,0.0001330122,0.00008112076,0.00008819877,0.0002275528,0.0006881604,0.00001031729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005791799,"about_ca_system_score_gemma":0.0003230869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002076667,"about_ca_topic_score_gemma":5.701475e-7,"domain_scores_codex":[0.9980592,0.0001389398,0.0004805851,0.0002104545,0.0008501913,0.0002606111],"domain_scores_gemma":[0.9988602,0.0001502412,0.0004050161,0.0001985863,0.0002599373,0.0001259922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275186,0.001153906,0.9022561,0.00005305638,0.0003407113,0.002821089,0.0008810576,0.001520113,0.05593174,0.0004812831,0.02413365,0.009152161],"study_design_scores_gemma":[0.0118829,0.003538295,0.8439688,0.000035046,0.0005702386,0.01529864,0.004009166,0.002626881,0.07480083,0.004354474,0.03840158,0.0005131528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644112,0.001600381,0.0002692404,0.002476311,0.0006613765,0.0001645174,0.00002868075,0.0000250427,0.03036325],"genre_scores_gemma":[0.9943568,0.00003850112,0.0007402473,0.0007556978,0.0003155653,0.00002525513,0.00004480898,0.00001900756,0.00370409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05828726,"threshold_uncertainty_score":0.9974887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432666809185274,"score_gpt":0.2951699771672022,"score_spread":0.2608433090753495,"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."}}