{"id":"W2804405504","doi":"10.5489/cuaj.4992","title":"Transperitoneal laparoscopic heminephroureterectomy in the pediatric population: A single-centre experience using a sealing device","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Cystoscopy; Complication; Ureter; Laparoscopy; Catheter; Endoscopy; Urinary system","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":[0.0004993536,0.0004713053,0.0003838681,0.0004507092,0.0004448282,0.0004319975,0.0003274366,0.0002655598,0.001576241],"category_scores_gemma":[0.001833192,0.0001971544,0.000367204,0.0004283627,0.0003879583,0.0005199832,0.0004811636,0.0003860984,0.0003030271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265045,"about_ca_system_score_gemma":0.0004937391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004754333,"about_ca_topic_score_gemma":0.001008114,"domain_scores_codex":[0.9995788,0.0001200375,0.00004530841,0.00008478323,0.00008810067,0.00008307672],"domain_scores_gemma":[0.9991878,0.0001703773,0.000280406,0.00006212563,0.00006003533,0.00023935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164298,0.0006367434,0.9290687,0.0001693828,0.00008746973,0.01719639,0.001333706,0.0002374716,0.004762332,0.00009376841,0.000441969,0.04565555],"study_design_scores_gemma":[0.00006671438,0.007568689,0.8294683,0.00009199132,0.00009505075,0.1531256,0.002938189,0.000687274,0.003117647,0.00008913766,0.002716859,0.00003460251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986179,0.0005881055,0.0004385597,0.00002488996,0.000006690921,0.00001425208,0.00002921003,0.000007018361,0.0002734466],"genre_scores_gemma":[0.9980391,0.0007970624,0.0008882093,0.00003510047,0.00002780916,0.00001327285,0.00007882716,0.000005381076,0.0001152972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001576241,"threshold_uncertainty_score":0.005273044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585211642963959,"score_gpt":0.278322304010829,"score_spread":0.2424701875811894,"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."}}