{"id":"W2604127247","doi":"10.1089/end.2016.0787","title":"A Multicentered, Propensity Matched Analysis Comparing Laparoscopic and Open Surgery for pT3a Renal Cell Carcinoma","year":2017,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Ottawa Hospital; University of Alberta; SAIT Polytechnic; University of Calgary; University of Ottawa; McGill University; Dalhousie University; University of Toronto; University of British Columbia; Public Health Ontario; McMaster University; Cancer Care Ontario; University of Manitoba","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Propensity score matching; Nephrology; Kidney cancer; Subgroup analysis; Stage (stratigraphy); Surgery; Clinical endpoint; Urology; Laparoscopy; Laparoscopic surgery; Kidney; Internal medicine; Confidence interval; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003457769,0.0002958544,0.0005724274,0.0006312013,0.0004211879,0.0006188154,0.0006410641,0.0003840771,0.001336291],"category_scores_gemma":[0.007847914,0.0002329197,0.001358648,0.00115881,0.0003045076,0.0003502684,0.0004345777,0.000275723,0.0001293963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118845,"about_ca_system_score_gemma":0.00151233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009606467,"about_ca_topic_score_gemma":0.01025254,"domain_scores_codex":[0.9979094,0.0008065365,0.0002221066,0.0005091025,0.0003820637,0.000170818],"domain_scores_gemma":[0.9953752,0.001009683,0.00226013,0.0006375566,0.0003885672,0.0003288538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009415142,0.0001639698,0.9783881,0.00007022101,0.003167114,0.0000956829,0.00006771209,0.000552183,0.0007954048,0.0001226689,0.0004631743,0.006698524],"study_design_scores_gemma":[0.001526947,0.002098307,0.9867775,0.00002456597,0.002286511,0.000333649,0.0001566353,0.004816406,0.0004813989,0.0002285488,0.001247294,0.00002224487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981716,0.0003284488,0.0006230723,0.00003643988,0.00001379976,0.00007721779,0.0005775248,0.000004788828,0.0001670899],"genre_scores_gemma":[0.9989077,0.00004961124,0.0002978418,0.00002915538,0.000013989,0.00003707084,0.000609975,0.000001942616,0.00005274787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009606467,"threshold_uncertainty_score":0.01910114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086938807206882,"score_gpt":0.3276355282356603,"score_spread":0.2189416475149721,"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."}}