{"id":"W4293792795","doi":"10.1097/cu9.0000000000000113","title":"Comparison of survival outcomes between laparoscopic versus open radical nephroureterectomy in upper tract urothelial cancer patients: Experiences of a tertiary care single center","year":2022,"lang":"en","type":"article","venue":"Current Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Single Center; Laparoscopy; Surgery; Retrospective cohort study; Nephrectomy; Urology; Internal medicine; 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":[0.0000691836,0.0001836045,0.0008130304,0.0001337872,0.00005737671,0.000006495728,0.0003189306,0.00006412935,0.0008365298],"category_scores_gemma":[0.00003193071,0.0001556208,0.000117148,0.0001472075,0.0001703018,0.00006903652,0.0002544941,0.0002848587,0.000001432839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666461,"about_ca_system_score_gemma":0.000191629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003438832,"about_ca_topic_score_gemma":0.00006318087,"domain_scores_codex":[0.9982966,0.0002420123,0.0005185955,0.0003251237,0.000330517,0.000287136],"domain_scores_gemma":[0.9993457,0.0001173262,0.0001904424,0.0002093784,0.00005361544,0.00008359579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001304734,0.002057996,0.9726365,0.00006205372,0.00009284013,0.000002988971,0.0167355,0.000004954777,0.00007138211,0.000004786617,0.0001508927,0.006875343],"study_design_scores_gemma":[0.02102762,0.003804726,0.9589421,0.00003968359,0.0002177775,0.000001231745,0.004278931,0.000009986633,0.001732201,0.000006823901,0.009768431,0.0001704988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948058,0.001538329,0.000003125463,0.0001865098,0.002170756,0.0007247109,0.0002802632,0.00001118791,0.0002792962],"genre_scores_gemma":[0.9992356,0.00001603453,0.00001850471,0.0000910311,0.00007925086,0.0003315938,0.0001996251,0.00001899116,0.00000932121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972289,"threshold_uncertainty_score":0.9159414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06889796755908692,"score_gpt":0.396696907955546,"score_spread":0.3277989403964591,"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."}}