{"id":"W1855555906","doi":"10.5489/cuaj.485","title":"The “perfect” hypospadias repair: Are we there yet?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Hypospadias; Computer science; Medicine; Surgery","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":[0.01545427,0.0009791226,0.00310636,0.001064418,0.005064583,0.007664646,0.002718947,0.008663125,0.01298],"category_scores_gemma":[0.03374122,0.0006261214,0.00143544,0.001209855,0.01264395,0.02410951,0.004731777,0.01659055,0.003168032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005140816,"about_ca_system_score_gemma":0.01952981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008856781,"about_ca_topic_score_gemma":0.03482572,"domain_scores_codex":[0.9940622,0.001863082,0.0007599525,0.0006304765,0.001898738,0.0007855269],"domain_scores_gemma":[0.9745134,0.01072395,0.002748843,0.001210418,0.005756437,0.005047051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007329092,0.0004097134,0.007876684,0.003849936,0.0003250237,0.001912456,0.001209906,0.0005736612,0.0009325046,0.06654275,0.293136,0.6224984],"study_design_scores_gemma":[0.0002299241,0.0005347652,0.008827511,0.01615549,0.0005007526,0.005144259,0.01023442,0.0004962441,0.0005966218,0.2003431,0.7565287,0.0004083032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002904658,0.2373076,0.003076843,0.7281017,0.01920774,0.00002319243,0.0001746968,0.0001220058,0.009081588],"genre_scores_gemma":[0.1118113,0.4677224,0.01990655,0.3136791,0.07702805,0.0001282474,0.000612275,0.000221705,0.008890386],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01545427,"threshold_uncertainty_score":0.08173102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595915531555988,"score_gpt":0.2203994810300006,"score_spread":0.2044403257144408,"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."}}