{"id":"W4221015882","doi":"10.23736/s2724-6051.20.04127-2","title":"A comparison of perioperative outcomes of laparoscopic versus open nephroureterectomy for upper tract urothelial carcinoma: a propensity score matching analysis","year":2022,"lang":"en","type":"article","venue":"Minerva Urology and Nephrology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Propensity score matching; Perioperative; Cuff; Dissection (medical); Laparoscopy; Concomitant; Ureter; Logistic regression; Body mass index","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":[0.00491427,0.000300248,0.0007391347,0.001636261,0.000260218,0.0006881399,0.0005035673,0.0004004589,0.001197977],"category_scores_gemma":[0.01031244,0.0002185878,0.001650447,0.001525608,0.0003708424,0.0006470257,0.0006022241,0.0003862491,0.0001559088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910577,"about_ca_system_score_gemma":0.0003958613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004661022,"about_ca_topic_score_gemma":0.0004649258,"domain_scores_codex":[0.9976202,0.001024597,0.00044423,0.000391201,0.0003751164,0.0001447655],"domain_scores_gemma":[0.9938996,0.002081323,0.002988146,0.0004551325,0.0002702951,0.0003055167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003216606,0.0001169228,0.9882151,0.00005976554,0.00123268,0.00006206957,0.00006478548,0.0005890856,0.0003265854,0.0001140068,0.0001712356,0.005831036],"study_design_scores_gemma":[0.0003477779,0.001942437,0.9852976,0.00003425992,0.001159322,0.0004764635,0.0002418453,0.009290477,0.0003129755,0.0003655256,0.0005078316,0.00002340581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981081,0.0003892441,0.0009939228,0.00003862951,0.00001783342,0.00004454663,0.0002165057,0.000004141973,0.0001869968],"genre_scores_gemma":[0.999105,0.00009735335,0.0002947458,0.00001839038,0.00001598879,0.00003080318,0.0003994611,0.000002488904,0.00003574877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00491427,"threshold_uncertainty_score":0.02598947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08116872516120682,"score_gpt":0.3596397103804979,"score_spread":0.2784709852192911,"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."}}