{"id":"W2914671342","doi":"10.1016/j.urology.2014.04.030","title":"Editorial Comment","year":2014,"lang":"es","type":"editorial","venue":"Urology","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Varicocele; Specialty; Pediatric Surgeon; Infertility; Presentation (obstetrics); Pediatrics; Disease; Pediatric urology; General surgery; Family medicine; Pediatric surgery; Surgery; Pathology; Pregnancy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001775906,0.0005203443,0.0008721795,0.0002652675,0.0007558789,0.0002226749,0.001349723,0.003127232,0.000915849],"category_scores_gemma":[0.0007396148,0.0004831107,0.0003517006,0.0003511902,0.001120922,0.00009144963,0.0002791153,0.001527525,0.0007778459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006111032,"about_ca_system_score_gemma":0.0005255116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134419,"about_ca_topic_score_gemma":0.002524499,"domain_scores_codex":[0.9944342,0.001412005,0.0005964751,0.0009371444,0.001578747,0.001041368],"domain_scores_gemma":[0.9963198,0.001994505,0.0004796892,0.0005694127,0.0003056029,0.0003309468],"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":[0.0001087438,0.000122675,0.0001257526,0.00002248574,0.0001428578,0.000002497909,0.001833815,0.000003744689,7.40922e-7,0.008461867,0.981577,0.00759784],"study_design_scores_gemma":[0.0009090626,0.0008856193,0.00004143385,0.00001073709,0.0001957313,3.467953e-7,0.0002092317,0.000008936758,3.158083e-7,0.008773282,0.9884993,0.0004659453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002681912,0.000249859,0.00008356503,0.01132214,0.9349221,0.0002004187,0.0001090115,0.0001232136,0.0529629],"genre_scores_gemma":[0.01341837,0.001804912,0.0000157861,0.0008297912,0.9817792,0.00004888338,0.0002096609,0.00003675865,0.001856634],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05110627,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151759025200963,"score_gpt":0.3012133527200707,"score_spread":0.2860374501999744,"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."}}