{"id":"W4392291691","doi":"10.1007/s00247-024-05881-0","title":"The impact of high-frequency transducers on the sonographic measurements of the pyloric muscle thickness in infants","year":2024,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pylorus; Hypertrophic Pyloric Stenosis; Echogenicity; Ultrasound; Radiology; Pyloric stenosis; Nuclear medicine; Diagnostic accuracy; Neuroradiology; Stomach; Anatomy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006211937,0.0001165989,0.0002029914,0.0002146372,0.00007672974,0.000006425586,0.0002076128,0.00007889677,0.0000846544],"category_scores_gemma":[0.0005833849,0.00005030398,0.000202967,0.001129716,0.0002194192,0.00002887854,0.00001038902,0.0003382937,0.000005980664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006097556,"about_ca_system_score_gemma":0.0002278319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004493021,"about_ca_topic_score_gemma":0.00004888168,"domain_scores_codex":[0.9988129,0.0002416503,0.0003674992,0.000157173,0.0002236327,0.0001971502],"domain_scores_gemma":[0.9988711,0.0006115742,0.0001156335,0.0002730119,0.00009774719,0.00003093719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003731163,0.0001532696,0.9739307,0.0002152223,0.0001911856,0.000007448423,0.001997795,0.00125457,0.003711419,0.00834835,0.001630651,0.008186232],"study_design_scores_gemma":[0.0005729861,0.0002678742,0.9954402,0.0000298985,0.00008830597,0.00003562773,0.0002296124,0.0001368647,0.0001337081,0.00298316,0.00002334221,0.0000584312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942105,0.001383228,0.00002433226,0.002221357,0.0007591999,0.0003917301,0.000005805241,0.00001794143,0.0009858834],"genre_scores_gemma":[0.9993229,0.0003753123,0.00001749839,0.00008565692,0.0001281943,0.00003201159,0.000001784025,0.00001158788,0.00002505464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150945,"threshold_uncertainty_score":0.2051337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356994556630047,"score_gpt":0.2832476346112028,"score_spread":0.2596776890449023,"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."}}