{"id":"W2056964081","doi":"10.1016/j.juro.2016.10.094","title":"A One Stage Hypospadias Repair","year":2016,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Hypospadias; Medicine; Stage (stratigraphy); General surgery; Gerontology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002959583,0.00005934038,0.0002037067,0.00004180777,0.00002973415,0.00000118352,0.00008044663,0.00005744431,0.0005313952],"category_scores_gemma":[0.0001806737,0.00002317142,0.0001109564,0.00004523215,0.0001137565,0.00002737303,0.00002282548,0.0001245788,0.0000798958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001506812,"about_ca_system_score_gemma":0.00003508221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005708397,"about_ca_topic_score_gemma":0.000003504926,"domain_scores_codex":[0.9993669,0.0001084532,0.0002050294,0.00005241749,0.0001187097,0.0001484242],"domain_scores_gemma":[0.9993258,0.0002339028,0.0001421717,0.00015236,0.0000655383,0.00008022828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03426621,0.00677065,0.6367265,0.00005487278,0.006166108,0.003572505,0.001412171,0.00003214222,0.0986262,0.008010507,0.02564598,0.1787161],"study_design_scores_gemma":[0.007881114,0.01475005,0.9037496,0.00001937269,0.0009785001,0.001463256,0.00004496462,0.00001504641,0.0003771788,0.007580943,0.06304519,0.00009472344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709697,0.001377652,0.0004155033,0.02457804,0.00009068593,0.00007830731,0.000001966771,0.00001504674,0.00247308],"genre_scores_gemma":[0.9950653,0.000612144,0.000185919,0.002731732,0.00008842396,6.814352e-7,1.529383e-7,0.000006433058,0.001309236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2670231,"threshold_uncertainty_score":0.5818405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428160878420986,"score_gpt":0.2732060095229462,"score_spread":0.2389244007387364,"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."}}