{"id":"W2885763638","doi":"10.1016/j.eururo.2018.07.023","title":"Adjuvant Therapy for Resected Renal Cell Carcinoma—Still Searching","year":2018,"lang":"en","type":"letter","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Renal cell carcinoma; Adjuvant; Adjuvant therapy; Oncology; Carcinoma; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000662512,0.0006923037,0.0009485382,0.0004541272,0.0001484986,0.00004121268,0.0005070663,0.0005206207,0.000454366],"category_scores_gemma":[0.0001507937,0.0005450572,0.000478499,0.0001587984,0.0003257762,0.00003425234,0.0002026629,0.002169668,0.0009632478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164844,"about_ca_system_score_gemma":0.0002450074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003716269,"about_ca_topic_score_gemma":0.000002914971,"domain_scores_codex":[0.9952515,0.001264179,0.0006168613,0.001241436,0.0004822312,0.001143785],"domain_scores_gemma":[0.997272,0.0005369716,0.0003188298,0.001309517,0.0003378155,0.0002249393],"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":[0.001568689,0.0001067941,0.0004309672,0.0001956746,0.000187553,0.009893283,0.0003670396,0.000001588219,0.008359844,0.000002143393,0.976846,0.002040377],"study_design_scores_gemma":[0.004589538,0.009150726,0.01193777,0.00003218928,0.000320068,0.000623429,0.000005024408,0.00004783776,0.004238091,0.00003395574,0.9685984,0.0004229653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4689742,0.005741194,0.0004690866,0.4023621,0.001790645,0.004459589,0.0003004121,0.0004713009,0.1154315],"genre_scores_gemma":[0.3795144,0.0001325482,0.001427215,0.5694236,0.02018132,0.0001070876,0.002739851,0.0006386064,0.02583533],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1670615,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251122248443322,"score_gpt":0.2718974676165726,"score_spread":0.2293862451321394,"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."}}