{"id":"W4237259863","doi":"10.5489/cuaj.124","title":"Early immune outcome of retroperitoneal laparoscopic radical nephrectomy for localized renal cell carcinoma: a prospective, randomized study","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Laparoscopy; Urology; CD8; Gastroenterology; Renal cell carcinoma; Cytokine; Group B; Kidney; Internal medicine; Surgery; Immune system; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001601518,0.0006219029,0.001332146,0.0001858942,0.0002992937,0.0004714039,0.0004226227,0.000930384,0.001716164],"category_scores_gemma":[0.001415287,0.0003817684,0.00113348,0.0002582939,0.0006336473,0.0005036173,0.0003350267,0.0009695612,0.0002523298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528336,"about_ca_system_score_gemma":0.0005360735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035151,"about_ca_topic_score_gemma":0.0003973186,"domain_scores_codex":[0.999172,0.0004132264,0.00006896498,0.0001517579,0.00008966235,0.0001043786],"domain_scores_gemma":[0.9985729,0.0003512476,0.0004724841,0.0001276746,0.00006029885,0.0004153279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8127556,0.01800098,0.1389842,0.0005318496,0.002292518,0.0001988343,0.0001020366,0.0003775834,0.00355415,0.00008153499,0.00024658,0.02287408],"study_design_scores_gemma":[0.2166745,0.4901599,0.2866549,0.0001028407,0.002126156,0.0003941896,0.000170384,0.001110662,0.001117802,0.0001908966,0.001243198,0.00005459863],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986425,0.0008163883,0.0001100346,0.00004055047,0.00004180478,0.0001714946,0.00005326097,0.000002647243,0.0001213332],"genre_scores_gemma":[0.9986156,0.0003621338,0.0001779934,0.0001417237,0.0001062518,0.0002706334,0.000147155,0.000001083965,0.0001773883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001716164,"threshold_uncertainty_score":0.00846976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470085917495577,"score_gpt":0.2581111045046096,"score_spread":0.2434102453296538,"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."}}