{"id":"W2136195903","doi":"10.1089/vid.2013.0069","title":"Laparoendoscopic Single-Site Pyelolithotomy in a Pediatric Patient","year":2013,"lang":"en","type":"article","venue":"Videourology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Percutaneous nephrolithotomy; Medicine; Operating table; Surgery; Port (circuit theory); URETEROSCOPE; Open surgery; Renal pelvis; Percutaneous; General surgery; Ureter","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001209015,0.0002073137,0.0004697893,0.0004263993,0.00006337869,0.000005116936,0.00008962455,0.00027934,0.0004013585],"category_scores_gemma":[0.0002224722,0.0001782194,0.00007632974,0.0003644884,0.0001704187,0.00007674083,0.0001140195,0.0004516416,0.0008932603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003878213,"about_ca_system_score_gemma":0.00006730295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089728,"about_ca_topic_score_gemma":0.000121532,"domain_scores_codex":[0.998287,0.0001674643,0.0003946076,0.0004147407,0.000114813,0.0006213558],"domain_scores_gemma":[0.9991391,0.0002608423,0.0001071953,0.0002828679,0.0000764509,0.0001335952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001934499,0.0003328211,0.9864568,0.00001868954,0.00006229979,0.0003646894,0.0003173961,0.000003715656,0.0007718737,0.00005632332,0.01009946,0.001322502],"study_design_scores_gemma":[0.002039918,0.001796008,0.9834607,0.000001817468,0.0001841395,0.0003332142,0.00002278738,0.00004924433,0.000114677,0.0007240202,0.011124,0.0001494706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841926,0.002044763,0.00001342497,0.008701583,0.0003249698,0.0005397989,0.000002214,0.0000924562,0.004088221],"genre_scores_gemma":[0.9871352,0.0003620246,0.0004249703,0.01122946,0.0003243172,0.000214195,0.000008831242,0.00001918309,0.0002817688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003806452,"threshold_uncertainty_score":0.9998847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088382867106102,"score_gpt":0.2249169792029493,"score_spread":0.2140331505318883,"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."}}