{"id":"W3159594340","doi":"10.24908/pocus.v6i1.14760","title":"Surgeon Performed Ultrasound for Diagnosis of Intussusception - A Pilot Study","year":2021,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intussusception (medical disorder); Ultrasound; Emergency department; Radiology; Surgery; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001972536,0.0004730873,0.0003245157,0.0009887089,0.0004199913,0.0005470161,0.0004787032,0.0008178654,0.001897845],"category_scores_gemma":[0.01222226,0.0005495132,0.0003928905,0.0003918932,0.0005957581,0.0008042196,0.000645278,0.0006214269,0.0006221496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004625961,"about_ca_system_score_gemma":0.000675155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998419,"about_ca_topic_score_gemma":0.003700779,"domain_scores_codex":[0.9982951,0.0007498235,0.000178286,0.0002305853,0.0003408854,0.0002053412],"domain_scores_gemma":[0.9871631,0.006911454,0.002610782,0.0004917589,0.001548316,0.001274609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000540606,0.0005017087,0.9920068,0.00004304856,0.00001735736,0.002009852,0.0005232997,0.00003376453,0.0009126439,0.0000120624,0.00006411421,0.003334733],"study_design_scores_gemma":[0.0001455315,0.01518549,0.9604199,0.00008285954,0.00008413759,0.01912143,0.001997732,0.001218713,0.001000941,0.00002596274,0.0006896917,0.00002749796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999503,0.0001085772,0.00007880911,0.00002151903,0.000006565181,0.00004310269,0.00002624763,0.00000290829,0.0002092603],"genre_scores_gemma":[0.9992163,0.0001265802,0.0004251995,0.00003789672,0.00002475551,0.00002595815,0.00006192097,0.000001913416,0.00007946899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002998419,"threshold_uncertainty_score":0.01043195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318363417753233,"score_gpt":0.3110267856930842,"score_spread":0.2678431515155519,"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."}}