{"id":"W2078446971","doi":"10.5489/cuaj.1376","title":"Learning curve for TIP urethroplasty: A single-surgeon experience","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; McMaster Children's Hospital; Centre hospitalier universitaire de Québec","funders":"","keywords":"Hypospadias; Medicine; Meatal stenosis; Urethroplasty; Surgery; Meatus; Retrospective cohort study; Coronal plane; Complication; Stent; Univariate analysis; Logistic regression; Multivariate analysis; Urethra; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009620631,0.0002572288,0.0003170919,0.0007379769,0.0004883973,0.0007613088,0.0003733544,0.0002985041,0.003559543],"category_scores_gemma":[0.005766597,0.0001978396,0.0004949237,0.0004533177,0.0003057912,0.0007568424,0.0007397076,0.0004140368,0.0005768184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380525,"about_ca_system_score_gemma":0.0008516914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009170256,"about_ca_topic_score_gemma":0.001831425,"domain_scores_codex":[0.9989993,0.0001651822,0.0001015583,0.0001610506,0.0003159668,0.000256937],"domain_scores_gemma":[0.9941432,0.001189283,0.002209366,0.0002023504,0.0004030882,0.001852754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005075585,0.0001026122,0.9780352,0.00002498778,0.00002525787,0.002356477,0.0002382581,0.0001196854,0.0004022627,0.00002524426,0.0003879816,0.0182312],"study_design_scores_gemma":[0.00001507643,0.001085815,0.9421237,0.00007305998,0.00002980386,0.05272832,0.001142389,0.0009327854,0.0004220002,0.00008354508,0.001338663,0.00002486063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998142,0.0005298387,0.0002781043,0.0001579218,0.00001559025,0.00001058844,0.00005167911,0.00001486438,0.0007994148],"genre_scores_gemma":[0.9990618,0.0003591938,0.0002385385,0.00006678976,0.00002986149,0.000006302063,0.00007376333,0.00000667444,0.000157131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003559543,"threshold_uncertainty_score":0.01190782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129532289388682,"score_gpt":0.2408725098335528,"score_spread":0.219577186939666,"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."}}