{"id":"W3092178008","doi":"10.1093/pch/pxaa099","title":"Unnecessary ultrasounds in children with undescended testes: An interrogation of the impact of the Choosing Wisely campaigns and clinical practice guidelines","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Guideline; Referral; Specialty; Clinical Practice; Family medicine; Pediatrics; Emergency medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008111896,0.0001204842,0.0002510211,0.001359398,0.0008178923,0.001212057,0.0006267256,0.0006480949,0.001152061],"category_scores_gemma":[0.07113089,0.0002667606,0.0003914777,0.001726396,0.001060476,0.001068525,0.001067591,0.001120594,0.000078472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675304,"about_ca_system_score_gemma":0.005300042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488048,"about_ca_topic_score_gemma":0.02908492,"domain_scores_codex":[0.9898517,0.00440071,0.001273906,0.0005395268,0.003281687,0.0006524957],"domain_scores_gemma":[0.910983,0.04202613,0.03611054,0.001200173,0.005638209,0.004041988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004097573,0.00003182807,0.9842786,0.0001544977,0.0000213406,0.0004521846,0.002322182,0.00004617353,0.00007033824,0.0001129762,0.0005721745,0.01189666],"study_design_scores_gemma":[0.000006866127,0.0001034988,0.9917524,0.0002723946,0.00002513425,0.0009400711,0.005285162,0.0001148584,0.00008683369,0.00004670779,0.001358252,0.000007773896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878615,0.003696739,0.0001035495,0.006413719,0.00004620608,0.00004538404,0.0001601907,0.000008375682,0.001664382],"genre_scores_gemma":[0.9971348,0.001547127,0.0005078335,0.0006016893,0.00004944495,0.00002149744,0.00006194119,0.00000400589,0.00007168426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488048,"threshold_uncertainty_score":0.04290032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455134616720799,"score_gpt":0.3957213181086938,"score_spread":0.3502078564366139,"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."}}