{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372328,0.0002810626,0.0006629397,0.001068477,0.0005485095,0.001091116,0.0006872562,0.0008874316,0.002346735],"category_scores_gemma":[0.006642358,0.000377484,0.0007357271,0.001913889,0.0008078049,0.001004747,0.001319244,0.0006650019,0.0003790297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064842,"about_ca_system_score_gemma":0.0007073386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009109336,"about_ca_topic_score_gemma":0.0169176,"domain_scores_codex":[0.9977903,0.0007698245,0.0002646851,0.000531411,0.0003007817,0.0003429498],"domain_scores_gemma":[0.9926472,0.001839001,0.00370784,0.0002674874,0.0003957023,0.001142841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009600194,0.0001100987,0.9966339,0.00004505407,0.0001203193,0.000101013,0.000422126,0.00004213828,0.0001912959,0.00002454606,0.00009231836,0.001257172],"study_design_scores_gemma":[0.0000684504,0.0006721661,0.997361,0.00001975303,0.00006003872,0.00031802,0.001218376,0.0001184698,0.00002704609,0.00001765273,0.0001083841,0.00001054981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993599,0.000186915,0.00002734237,0.00002729587,0.000003494177,0.000008821567,0.0001818223,0.000001255833,0.0002031433],"genre_scores_gemma":[0.9995183,0.000101656,0.00004786328,0.00003869818,0.0000076703,0.00001273941,0.0001996528,0.000002461361,0.00007100635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009109336,"threshold_uncertainty_score":0.01811266,"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."}}