{"id":"W4387882019","doi":"10.1097/ju9.0000000000000075","title":"JU Open Plus: Section Meetings—Science, Practice Improvement, and Networking","year":2023,"lang":"en","type":"article","venue":"JU Open Plus","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; General surgery; Surgery; Kidney; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007070558,0.001513845,0.001163687,0.003403436,0.001381286,0.006410159,0.002258044,0.00583358,0.1719041],"category_scores_gemma":[0.0349966,0.0006524856,0.001360193,0.001558113,0.000882249,0.006928138,0.003714313,0.004189455,0.1238234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148593,"about_ca_system_score_gemma":0.003573034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006475411,"about_ca_topic_score_gemma":0.0009120895,"domain_scores_codex":[0.9944609,0.001573407,0.0006941896,0.0004628786,0.002270068,0.0005385384],"domain_scores_gemma":[0.9604344,0.007717579,0.003974169,0.0008970473,0.02025184,0.00672494],"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":[0.00002829022,0.00002204205,0.00004230832,0.001607345,0.000008325602,0.00003008071,0.00002326893,0.00001354195,0.00007732578,0.0003847684,0.9238055,0.07395717],"study_design_scores_gemma":[0.00001917885,0.00003274561,0.0002140893,0.00193008,0.000009637673,0.0001270414,0.00005543866,0.00001481121,0.00003989192,0.0003226973,0.9972264,0.000007954157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0005111407,0.2455497,0.001781361,0.1199095,0.5424517,0.0007184319,0.0008159865,0.001318972,0.08694322],"genre_scores_gemma":[0.006580294,0.2922591,0.003839375,0.1199541,0.4172598,0.001838036,0.00204118,0.0009327653,0.1552954],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1719041,"threshold_uncertainty_score":0.5750767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06219622735550482,"score_gpt":0.3643948948353389,"score_spread":0.302198667479834,"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."}}