{"id":"W3014809017","doi":"10.1007/s00345-020-03187-y","title":"Comparison of survival outcomes in patients with metastatic papillary vs. clear-cell renal cell carcinoma: a propensity-score analysis","year":2020,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Clear cell renal cell carcinoma; Propensity score matching; Internal medicine; Surveillance, Epidemiology, and End Results; Context (archaeology); Renal cell carcinoma; Proportional hazards model; Papillary renal cell carcinomas; Nephrology; Oncology; Population; Nephrectomy; Lymph node; Clear cell; Urology; Epidemiology; Cancer registry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002914542,0.0002581851,0.002021588,0.0006957602,0.00002852608,0.000008341323,0.0001820119,0.00005289625,0.0001234957],"category_scores_gemma":[0.00005049145,0.0001701048,0.0003451411,0.0009990392,0.0001146523,0.00006883127,0.00006998847,0.0005690773,0.000007143035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008718215,"about_ca_system_score_gemma":0.0001658007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000518712,"about_ca_topic_score_gemma":0.0001697025,"domain_scores_codex":[0.9973937,0.0003554862,0.001060621,0.0002673525,0.0006160576,0.0003068082],"domain_scores_gemma":[0.9980068,0.0001809115,0.0009406424,0.0002553503,0.0003328851,0.0002833679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01068348,0.001524865,0.9836082,0.0001139633,0.0007951357,0.0007639334,0.0006033777,0.001119064,0.0004938631,0.000003910698,0.000161953,0.000128212],"study_design_scores_gemma":[0.008742993,0.01196523,0.9731926,0.00001235164,0.003843769,0.00001515261,0.00007019242,0.0002124839,0.001629267,0.00000413673,0.0001840705,0.0001277692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967651,0.0007656589,0.00009054811,0.001382952,0.00006177783,0.0003310994,0.000007169418,0.000005712118,0.0005900072],"genre_scores_gemma":[0.9985608,0.00001138412,0.0007990801,0.0004365075,0.00003512072,0.000002140424,0.00001893066,0.00002643635,0.0001096421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044036,"threshold_uncertainty_score":0.6936672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329250071523947,"score_gpt":0.2686252822207942,"score_spread":0.2253327815055547,"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."}}