{"id":"W1978281887","doi":"10.1016/j.urology.2012.04.043","title":"Assessment of Cancer Control Outcomes in Patients With High-risk Renal Cell Carcinoma Treated With Partial Nephrectomy","year":2012,"lang":"en","type":"article","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Urology; Kidney cancer; Cancer; Oncology; Internal medicine; Carcinoma; Surgery; Kidney","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005041612,0.0001984819,0.0004177249,0.000680352,0.0004872708,0.000796459,0.0003368247,0.00035477,0.0009865316],"category_scores_gemma":[0.002401258,0.0001099795,0.0006978169,0.0007207343,0.0003162182,0.0005413304,0.0005393794,0.0004503255,0.0001141586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686826,"about_ca_system_score_gemma":0.0006107343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004104885,"about_ca_topic_score_gemma":0.00542122,"domain_scores_codex":[0.9996561,0.00009238167,0.00003856826,0.00005524068,0.00007303357,0.00008465477],"domain_scores_gemma":[0.9989879,0.0001990263,0.0004281481,0.00003919845,0.0001120547,0.000233752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003498897,0.00007360862,0.9974,0.000006276927,0.00005200782,0.00004813631,0.00003936685,0.00008516247,0.00009125158,0.00001543986,0.00004442308,0.001794322],"study_design_scores_gemma":[0.00001302173,0.0004539404,0.9986486,0.000002845256,0.0000572907,0.0001780552,0.0001625787,0.0002581599,0.00007777475,0.00003554344,0.0001081689,0.00000396987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989772,0.0001374758,0.00005219552,0.00004482882,0.000003914321,0.000007518366,0.0001400259,0.000001741881,0.0006350671],"genre_scores_gemma":[0.9996044,0.00003840767,0.00002484546,0.00001474007,0.000006149576,0.000003548832,0.0002355828,6.642403e-7,0.00007168657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004104885,"threshold_uncertainty_score":0.008161962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007690153504118573,"score_gpt":0.2444519203172217,"score_spread":0.2367617668131031,"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."}}