{"id":"W4411368368","doi":"10.3390/curroncol32060358","title":"Comparison of Mortality and Morbidity of Robotic Versus Laparoscopic Radical Nephrectomy for the Treatment of Renal Cell Carcinoma—An Analysis of the National Surgery Quality Improvement Program (NSQIP) Targeted Nephrectomy Database","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; Laparoscopy; Surgery; Urology; Carcinoma; General surgery; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00328816,0.0002770332,0.0006552172,0.001551942,0.0002230707,0.000845859,0.0006684985,0.0005401426,0.0007382087],"category_scores_gemma":[0.006613313,0.0003425688,0.001366757,0.001820941,0.0002888556,0.0007487119,0.0007714461,0.0005577549,0.0001314067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006007928,"about_ca_system_score_gemma":0.0004747592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003773676,"about_ca_topic_score_gemma":0.004676535,"domain_scores_codex":[0.9973392,0.0008661046,0.0005056242,0.0006287484,0.0004749076,0.0001854933],"domain_scores_gemma":[0.9930073,0.001706238,0.003912165,0.0004323477,0.0004575192,0.0004843589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004222799,0.00002462854,0.9980726,0.00002152534,0.0004580978,0.0000314173,0.00002091947,0.0001121571,0.00006383887,0.00001403046,0.00008510376,0.0006733992],"study_design_scores_gemma":[0.000030657,0.0001353924,0.9985649,0.000007661414,0.0001619156,0.0001448398,0.0001013171,0.0007079294,0.00004055003,0.00001619354,0.00008282175,0.000005914215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986448,0.0003488001,0.0001138896,0.00003122717,0.000008586646,0.000007802892,0.0007368992,0.000002767871,0.0001052735],"genre_scores_gemma":[0.9982648,0.0001291005,0.0000732769,0.00002367318,0.00001272496,0.00000994635,0.001449945,0.000002511617,0.0000339922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003773676,"threshold_uncertainty_score":0.01738971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2687953292311513,"score_gpt":0.4873294096605449,"score_spread":0.2185340804293935,"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."}}