{"id":"W2015923016","doi":"10.5489/cuaj.2448","title":"Zero Ischemia Robotic-Assisted Partial Nephrectomy in Alberta: Initial Results of a Novel Approach","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nephrectomy; Medicine; Ischemia; Clamping; Surgery; Creatinine; Blood loss; Renal artery; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003455349,0.0003520189,0.0001595962,0.0004381884,0.0002934332,0.0005017417,0.0004750995,0.0001885837,0.0007110999],"category_scores_gemma":[0.001032727,0.00009782868,0.0002651807,0.0005258848,0.0003736838,0.0001852116,0.0004971772,0.0002488023,0.0001115145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607589,"about_ca_system_score_gemma":0.001636131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03987278,"about_ca_topic_score_gemma":0.06697161,"domain_scores_codex":[0.999759,0.0000292611,0.00001544696,0.00003773192,0.000104733,0.00005378491],"domain_scores_gemma":[0.9997227,0.00004737502,0.00006803447,0.00002550826,0.00004032778,0.00009613723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002604139,0.001518296,0.4192662,0.0006553025,0.0003019409,0.03081213,0.001488815,0.002276959,0.01547343,0.0004181198,0.001441289,0.5237433],"study_design_scores_gemma":[0.0002947903,0.006166654,0.8949169,0.0001890631,0.000230199,0.08487018,0.001116589,0.002625835,0.004144378,0.0002277348,0.005144675,0.00007309449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951691,0.002107145,0.000753776,0.00009323415,0.00001180097,0.00003741291,0.00006653652,0.00002219787,0.001738785],"genre_scores_gemma":[0.9956083,0.001938356,0.001759197,0.00008027563,0.00002428445,0.00001055475,0.0001997859,0.000006721697,0.0003724676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03987278,"threshold_uncertainty_score":0.07928139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711669439227946,"score_gpt":0.2670741468827916,"score_spread":0.2099574524905122,"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."}}