{"id":"W4296985084","doi":"10.1016/j.jpurol.2022.09.017","title":"Geospatial analysis of hypospadias and cryptorchidism prevalence rates based on postal code in a Canadian province with stable population","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Hypospadias; Medicine; Population; Demography; Gynecology; Obstetrics; Pediatrics; Environmental health; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489749,0.00008995821,0.0003385268,0.0008368343,0.00005491912,0.000003956605,0.00005921615,0.00004687655,0.000158025],"category_scores_gemma":[0.00008577293,0.00006633671,0.00006115928,0.00055356,0.00002743099,0.00003826762,0.00001475035,0.0002336309,2.257218e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168792,"about_ca_system_score_gemma":0.0004761544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02423333,"about_ca_topic_score_gemma":0.06080574,"domain_scores_codex":[0.9989871,0.0001316323,0.0003007492,0.0001426101,0.0002320362,0.0002058101],"domain_scores_gemma":[0.9992852,0.000127853,0.000284081,0.00008700562,0.0000587238,0.0001571145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347739,0.0003911644,0.9879951,0.00001159401,0.0002105067,0.000292199,0.0000650005,0.009459347,0.000008926057,0.00002281875,0.0000331453,0.0001623983],"study_design_scores_gemma":[0.002153143,0.005858078,0.9797994,9.176695e-7,0.001993591,0.00002880759,0.00001883917,0.009999903,0.000001595215,0.00004502524,0.00004820252,0.00005242302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981755,0.0006703114,0.00004539902,0.0007657866,0.00003453275,0.0001699764,0.00007045664,0.000002214918,0.00006581131],"genre_scores_gemma":[0.9993054,0.00007034342,0.0002036842,0.0003334003,0.00003542246,0.00000504439,0.00002406745,0.000006377632,0.00001622715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03657242,"threshold_uncertainty_score":0.9822644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008922664620361096,"score_gpt":0.2434498551626985,"score_spread":0.2345271905423374,"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."}}