{"id":"W4399359305","doi":"10.5489/cuaj.8834","title":"Poster Session 9: Oncology – Kidney, Other","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Surgery; Renal function; Creatinine; Biopsy; Radiology; Urology; Kidney; Internal medicine","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":[0.000875816,0.0001011629,0.0001110868,0.0001072728,0.0001409253,0.0001234419,0.0001296562,0.000420747,0.001215152],"category_scores_gemma":[0.0008206152,0.00008268174,0.0001026125,0.0001192213,0.00002167532,0.0000085748,0.00002309143,0.0003734897,0.0001188069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919,"about_ca_system_score_gemma":0.0008561492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909918,"about_ca_topic_score_gemma":0.0002037029,"domain_scores_codex":[0.9988042,0.0003676043,0.0002082303,0.0002004301,0.0001101185,0.0003094182],"domain_scores_gemma":[0.9991907,0.00004889113,0.00008977669,0.00008364607,0.0001269066,0.0004600433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000396084,0.0000278768,0.02276209,0.000006048888,0.0001374665,0.00005641518,0.00008780334,0.0000195818,0.3936773,0.0004312517,0.5689882,0.01376633],"study_design_scores_gemma":[0.000159042,0.0001719022,0.00465378,0.000007533326,0.00001339041,0.0001515367,0.00001288828,0.00002447007,0.005814075,0.0004242123,0.9884595,0.0001076773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7672755,0.0016567,0.008744541,0.1510495,0.006136216,0.0004017217,0.0002461169,0.0000904883,0.06439931],"genre_scores_gemma":[0.960534,0.00007384399,0.001194782,0.02969852,0.001865695,0.000005968944,0.00005809416,0.00002596015,0.006543132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194713,"threshold_uncertainty_score":0.9996979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430856775796972,"score_gpt":0.2931274746893747,"score_spread":0.278818906931405,"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."}}