{"id":"W1980536257","doi":"10.1016/j.eururo.2011.12.026","title":"Propensity-Score-Matched Comparison of Perioperative Outcomes Between Open and Laparoscopic Nephroureterectomy: A National Series","year":2011,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Propensity score matching; Perioperative; Odds ratio; Logistic regression; Cohort; Blood transfusion; Population; Urology; Retrospective cohort study; Surgery; Internal medicine","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":[0.00180887,0.0002015565,0.0006372495,0.0006521459,0.0005415959,0.0004646664,0.000446033,0.0004259536,0.001235985],"category_scores_gemma":[0.004507089,0.0003325374,0.0008849276,0.001107591,0.0005251904,0.000670119,0.000605432,0.0004227045,0.0002293534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607319,"about_ca_system_score_gemma":0.0007237342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287404,"about_ca_topic_score_gemma":0.003698948,"domain_scores_codex":[0.9986258,0.000377849,0.0001965999,0.000363152,0.0002462801,0.0001903859],"domain_scores_gemma":[0.9969503,0.0007761095,0.001152466,0.000559754,0.0003085739,0.0002529056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736124,0.0001498391,0.992632,0.00002185761,0.0003984917,0.0002688636,0.000107353,0.0001907107,0.0006338748,0.00007354353,0.0003218797,0.003465564],"study_design_scores_gemma":[0.0001950096,0.0006918305,0.9959644,0.00001069192,0.0003184934,0.001061614,0.0002627813,0.0006123083,0.0003539037,0.0001046653,0.0004090554,0.00001521093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992506,0.00009837434,0.0002165065,0.00001339338,0.000008212725,0.00001076041,0.0001631886,0.00000200909,0.0002369057],"genre_scores_gemma":[0.9988934,0.00008184154,0.0001744503,0.00002550436,0.00001472808,0.0000139597,0.0007032722,0.00000411371,0.00008876905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002287404,"threshold_uncertainty_score":0.009566307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456826103097897,"score_gpt":0.3435386316819542,"score_spread":0.1978560213721645,"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."}}