{"id":"W3095952098","doi":"","title":"LEFT VERSUS RIGHT HAND ASSISTED LAPAROSCOPIC DONOR NEPHRECTOMY. COMPARISON OF INDICATIONS AND OUTCOMES IN A LARGE CENTRE AND SURVEY OF NATIONAL PRACTICE","year":2019,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Nephrectomy; Nephrology; General surgery; Surgery; 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":[0.0007944507,0.00005293281,0.0002147038,0.0002534663,0.00006552288,0.000006447786,0.00007716049,0.00004960028,0.000106581],"category_scores_gemma":[0.0002761252,0.00004596564,0.00001879141,0.000226144,0.0002218918,0.0001661354,0.00004504081,0.0001645999,0.000006905237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004460326,"about_ca_system_score_gemma":0.0001196608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036818,"about_ca_topic_score_gemma":0.0004109683,"domain_scores_codex":[0.9989098,0.0002798344,0.0001473531,0.0001281754,0.0004289646,0.0001059235],"domain_scores_gemma":[0.9980794,0.001248439,0.0001092371,0.0001149051,0.0004027728,0.00004529719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009329567,0.0003468585,0.9747621,0.0001924153,0.00009861166,0.000001816298,0.02220757,0.00000161299,0.0009892364,0.0002860873,0.00005513735,0.0001255753],"study_design_scores_gemma":[0.004903387,0.0001382949,0.9838728,0.00008384053,0.00003348259,0.000001561104,0.008653457,0.0001511287,0.001571677,0.00001051817,0.0005448822,0.00003500083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997892,0.00007089625,0.0000268392,0.001447914,0.00001898482,0.0003037532,0.00004072056,0.00000349421,0.0001954069],"genre_scores_gemma":[0.9995131,0.0001114286,0.0002368789,0.00001044372,0.000002496633,2.237601e-7,0.00006146435,0.000003809381,0.00006017384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355411,"threshold_uncertainty_score":0.1874425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08478478294598871,"score_gpt":0.3691304160162272,"score_spread":0.2843456330702385,"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."}}