{"id":"W2588439935","doi":"10.5489/cuaj.4422","title":"Striving to improve care for hypospadias patients","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hypospadias; 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":[0.003198438,0.0003818171,0.0006414115,0.001049863,0.008088583,0.004029226,0.001975093,0.004637974,0.01674104],"category_scores_gemma":[0.02677747,0.000287355,0.001140754,0.001147972,0.001672606,0.002636951,0.004654204,0.01035211,0.002123954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009008081,"about_ca_system_score_gemma":0.05574415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.120691,"about_ca_topic_score_gemma":0.2756106,"domain_scores_codex":[0.9963019,0.0008917433,0.0002024176,0.0002358341,0.001260055,0.001108082],"domain_scores_gemma":[0.9736795,0.00221018,0.001813933,0.000339682,0.004810641,0.01714608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009266147,0.001209667,0.08230191,0.000827392,0.0002199213,0.001653356,0.004133255,0.000334948,0.0006586866,0.005808741,0.6401571,0.2626024],"study_design_scores_gemma":[0.0004346725,0.0007147435,0.2164734,0.006488104,0.0004576736,0.004033678,0.02900157,0.0007676503,0.000908126,0.02032147,0.7200983,0.0003005578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02401519,0.007956402,0.0007465711,0.9276403,0.006343809,0.0000690801,0.0002172161,0.0001444659,0.03286693],"genre_scores_gemma":[0.3648138,0.03854387,0.01583681,0.540531,0.009340311,0.0003419663,0.001264839,0.0002886767,0.02903878],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.120691,"threshold_uncertainty_score":0.239977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350421326549473,"score_gpt":0.2509891561903222,"score_spread":0.2374849429248275,"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."}}