{"id":"W3190094695","doi":"10.1097/ju.0000000000002101.17","title":"MP61-17 CHARACTERIZING CHANGES IN MUSCLE MASS AFTER RADICAL NEPHRECTOMY FOR STAGE II-IV CLEAR CELL RENAL CELL CARCINOMA","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Sarcopenia; Muscle mass; Classics; Internal medicine; Kidney; History","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":[0.0006791584,0.0002047744,0.0003560997,0.002194366,0.0003904138,0.001001901,0.0003180132,0.0006008307,0.02122972],"category_scores_gemma":[0.002403213,0.0001723197,0.0003618363,0.001125238,0.0001727989,0.0004122594,0.0005385487,0.0004318499,0.006597277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442624,"about_ca_system_score_gemma":0.0006072763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215469,"about_ca_topic_score_gemma":0.005859455,"domain_scores_codex":[0.99954,0.00004752581,0.00003804684,0.00003680532,0.0002640596,0.00007368458],"domain_scores_gemma":[0.9980013,0.0002573524,0.0003933832,0.00008193283,0.0008247215,0.000441314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008920543,0.0002931908,0.683193,0.0003521748,0.0001209123,0.002669532,0.0001127926,0.0001952742,0.00478864,0.0002344625,0.1416447,0.1655033],"study_design_scores_gemma":[0.0001001781,0.0007955424,0.9041796,0.0003030137,0.00007778889,0.006734039,0.000332199,0.0003653262,0.002986225,0.0001884427,0.08391276,0.00002498395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.790776,0.01226749,0.00141452,0.007883554,0.002752926,0.00126926,0.03048954,0.0008030427,0.1523436],"genre_scores_gemma":[0.8238318,0.01172421,0.00383488,0.003059448,0.002611108,0.0004907424,0.03727604,0.0002951062,0.1168767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122972,"threshold_uncertainty_score":0.07102048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997952256573318,"score_gpt":0.2433773053384606,"score_spread":0.2233977827727275,"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."}}