{"id":"W4240141421","doi":"10.1097/ju.0000000000001583","title":"This Month in Pediatric Urology","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Varicocele; Urology; Semen analysis; Renal function; Pediatric urology; Creatinine; Surgery; Internal medicine; Infertility; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005424483,0.00104921,0.0008262384,0.00159971,0.001149967,0.003394453,0.0006910263,0.001737757,0.6632084],"category_scores_gemma":[0.00365631,0.0004583066,0.0008347191,0.001119432,0.0004025566,0.002762323,0.002016942,0.003208379,0.4192015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008070459,"about_ca_system_score_gemma":0.0009938731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410145,"about_ca_topic_score_gemma":0.005047962,"domain_scores_codex":[0.9994381,0.00005528665,0.00004374715,0.0001030607,0.0002339133,0.0001259601],"domain_scores_gemma":[0.9972067,0.0002412489,0.000177964,0.0001360373,0.0008153301,0.001422585],"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":[0.00001702175,0.00002716594,0.0002887422,0.00009562839,0.000004970378,0.0001916087,0.00001483497,0.00001732408,0.0001030714,0.0004151775,0.9477814,0.05104298],"study_design_scores_gemma":[0.000006728169,0.00001476218,0.0005045067,0.000236812,0.000002524508,0.0006214259,0.00003652487,0.00001356314,0.00005598304,0.0001810664,0.99832,0.000006106387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0019335,0.02034669,0.001418062,0.03166096,0.1656931,0.0002018458,0.00223125,0.003471758,0.7730429],"genre_scores_gemma":[0.006021686,0.01569334,0.001202753,0.01891487,0.03557768,0.00007638066,0.001294633,0.001077173,0.9201414],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6632084,"threshold_uncertainty_score":0.4803924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373514899680833,"score_gpt":0.2596697544744698,"score_spread":0.2359346054776615,"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."}}