{"id":"W2334242996","doi":"10.1016/j.juro.2014.02.488","title":"PD10-12 CLINICAL OUTCOMES FOLLOWING LAPAROSCOPIC MANAGEMENT OF PT3 RENAL MASSES: A MULTI-INSTITUTIONAL ANALYSIS","year":2014,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Kidney cancer; General surgery; Urology; Kidney; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001906794,0.000317862,0.0005226951,0.002099938,0.0006121426,0.001456937,0.0007903098,0.0005721931,0.002574487],"category_scores_gemma":[0.007087339,0.0003648896,0.002193524,0.002693309,0.0005004177,0.001441722,0.00277371,0.001033333,0.0005490088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915105,"about_ca_system_score_gemma":0.0007375888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004065667,"about_ca_topic_score_gemma":0.005691541,"domain_scores_codex":[0.9976368,0.0005007171,0.0003584824,0.0003953696,0.0006940541,0.0004146414],"domain_scores_gemma":[0.9902413,0.001497481,0.005471811,0.0006625445,0.0009044672,0.001222287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601637,0.00002563364,0.9976367,0.00001280358,0.0001638377,0.00003336371,0.00004401558,0.00004127061,0.00003185324,0.00001402149,0.0003008189,0.001535575],"study_design_scores_gemma":[0.0000154069,0.00008026959,0.9987419,0.00001303529,0.00007969387,0.0002024659,0.0002710272,0.0001559298,0.00003638803,0.00003102748,0.0003609026,0.00001202565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947302,0.00046955,0.0003018191,0.000176752,0.00002818815,0.00004585467,0.003002775,0.00001363363,0.001231134],"genre_scores_gemma":[0.9961985,0.0001758243,0.0001605539,0.0000662243,0.00002685336,0.00005238274,0.003017957,0.00001297632,0.0002886862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004065667,"threshold_uncertainty_score":0.01008421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172970717016928,"score_gpt":0.3523635947971987,"score_spread":0.3006338876270294,"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."}}