{"id":"W2125200750","doi":"10.1016/j.urology.2008.08.492","title":"Partial Versus Radical Nephrectomy in Patients With Adverse Clinical or Pathologic Characteristics","year":2009,"lang":"en","type":"article","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Nephrectomy; Medicine; Stage (stratigraphy); Kidney cancer; Histology; Cancer; Urology; Surgery; Internal medicine; 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":[0.001114444,0.0002577519,0.001367802,0.0001938779,0.0001977796,0.0003906523,0.0002647669,0.0003573852,0.002046396],"category_scores_gemma":[0.002026149,0.0001369764,0.001590024,0.0002565973,0.0003451418,0.0005907369,0.0002644357,0.0007994445,0.0001181481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491629,"about_ca_system_score_gemma":0.0006736144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005102545,"about_ca_topic_score_gemma":0.002700728,"domain_scores_codex":[0.9995632,0.0002199937,0.00003365801,0.00006590749,0.00003683322,0.00008056354],"domain_scores_gemma":[0.999074,0.0005357644,0.0001053905,0.00005083496,0.00001835612,0.000215593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6815085,0.002555045,0.1018549,0.00145379,0.004810687,0.0004180705,0.0003806812,0.004118346,0.007979549,0.001273753,0.002248296,0.1913984],"study_design_scores_gemma":[0.04170298,0.2547174,0.6727436,0.0003478869,0.008336917,0.002053564,0.0008340174,0.005846703,0.003056587,0.004089609,0.006161581,0.0001091869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925039,0.004922139,0.0002929548,0.0003126882,0.0001872205,0.00003701535,0.0001431335,0.000009673729,0.001591305],"genre_scores_gemma":[0.9983218,0.0009406575,0.0001226123,0.0001565529,0.0001352436,0.00001692212,0.0001180786,0.000002512426,0.0001856805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002046396,"threshold_uncertainty_score":0.006845891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733449108035206,"score_gpt":0.3091936208681371,"score_spread":0.271859129787785,"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."}}