{"id":"W2613424398","doi":"10.5489/cuaj.4137","title":"Cytoreductive nephrectomy in the modern era: Predictors of use, morbidity, and survival","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American College of Surgeons; American Cancer Society","keywords":"Medicine; Hazard ratio; Quartile; Confidence interval; Retrospective cohort study; Renal cell carcinoma; Odds ratio; Proportional hazards model; Internal medicine; Nephrectomy; Logistic regression; Population; Surgery; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009132853,0.00007410408,0.000193253,0.0005289007,0.00009333291,0.0004305934,0.0002159348,0.0001492461,0.000698484],"category_scores_gemma":[0.004658045,0.00008988284,0.00018596,0.001169206,0.0002304832,0.0003401011,0.0001751286,0.0002361385,0.0000605329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402514,"about_ca_system_score_gemma":0.0004278973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891752,"about_ca_topic_score_gemma":0.004454449,"domain_scores_codex":[0.9995685,0.0000942077,0.00005339416,0.00007558324,0.0001823065,0.00002604316],"domain_scores_gemma":[0.9950091,0.001330114,0.003099781,0.00008849421,0.0002867322,0.0001858354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002889574,0.000008409213,0.9936244,0.00007843359,0.00006857076,0.00003751574,0.00002154724,0.00006012582,0.00007550175,0.00002644831,0.0001851956,0.005784809],"study_design_scores_gemma":[0.000003983962,0.00003291851,0.9980131,0.00005709214,0.00004733796,0.0006220001,0.00004426662,0.0001967812,0.00008759829,0.00003502386,0.0008577836,0.000001991241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962983,0.03421285,0.0002744099,0.0006034194,0.00002356899,0.000008604985,0.0009320513,0.000007380005,0.0009548061],"genre_scores_gemma":[0.9922077,0.00700599,0.0001879743,0.00006333055,0.00006402405,0.000003559468,0.0003952015,0.00000137728,0.00007092962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002891752,"threshold_uncertainty_score":0.005749881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600343173258071,"score_gpt":0.255423730395201,"score_spread":0.2194202986626203,"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."}}