{"id":"W2339949108","doi":"10.5489/cuaj.3440","title":"First Canadian experience with robotic single-incision pyeloplasty: Comparison with multi-incision technique","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Ottawa; Western University","funders":"","keywords":"Cosmesis; Pyeloplasty; Medicine; Port (circuit theory); Surgery; Demographics; Single Center; Single use; Robotic surgery; Significant difference; General surgery; Hydronephrosis; 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":[0.00100535,0.0003761234,0.0005028654,0.0009611544,0.0009659123,0.0008034505,0.0006896398,0.0002918157,0.003665053],"category_scores_gemma":[0.004180207,0.0002314994,0.0006578041,0.001516454,0.0004900283,0.000520707,0.0005369541,0.0004116442,0.0003635916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004059536,"about_ca_system_score_gemma":0.004811076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1600665,"about_ca_topic_score_gemma":0.3529511,"domain_scores_codex":[0.9990808,0.00008526442,0.00006191664,0.0001274356,0.0004936113,0.0001509534],"domain_scores_gemma":[0.9964803,0.0006020368,0.001307702,0.0001797625,0.0007028147,0.0007274621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002279551,0.0006568387,0.8793948,0.0006458387,0.000598608,0.001118857,0.0008369982,0.0009800027,0.002379409,0.0001375428,0.001215076,0.1097566],"study_design_scores_gemma":[0.0001701823,0.002601744,0.9837934,0.000126778,0.0001890764,0.008012769,0.0006196221,0.0008620689,0.001115464,0.00004206004,0.002408579,0.00005830489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953141,0.001921311,0.0002216558,0.0001087961,0.00001776326,0.00003551962,0.0003376812,0.00001242348,0.002030662],"genre_scores_gemma":[0.99643,0.002029229,0.0007098262,0.00006925501,0.00002333358,0.00001188473,0.0003600371,0.000009125751,0.0003574142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600665,"threshold_uncertainty_score":0.3182697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117868546668896,"score_gpt":0.2607862532971003,"score_spread":0.2296075678304114,"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."}}