{"id":"W4283461220","doi":"10.1097/pec.0000000000002786","title":"Accuracy and Interrater Reliability of Point-of-Care Ultrasonography Image Interpretation for Intussusception","year":2022,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Children's Hospitals and Clinics of Minnesota","keywords":"Medicine; Inter-rater reliability; Confidence interval; Sonographer; Intussusception (medical disorder); Echogenicity; Logistic regression; Reliability (semiconductor); Prospective cohort study; Ultrasonography; Physical therapy; Surgery; Internal medicine; Statistics","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":[0.04941219,0.0005503668,0.0008395227,0.002912331,0.0005672695,0.001589786,0.001088176,0.0005671657,0.0008150277],"category_scores_gemma":[0.195524,0.0004788301,0.001226384,0.001020212,0.001138027,0.001271389,0.002207415,0.0005164167,0.0004272761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006106802,"about_ca_system_score_gemma":0.0009195659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342416,"about_ca_topic_score_gemma":0.003351973,"domain_scores_codex":[0.9290708,0.04072832,0.0113613,0.005407303,0.01222351,0.001208821],"domain_scores_gemma":[0.7560624,0.1339922,0.0349355,0.01382775,0.05931828,0.001863845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005464613,0.00004714074,0.9701662,0.0003887895,0.0005934003,0.0001292656,0.004399619,0.0006330574,0.0007448086,0.00009590992,0.0004523257,0.02180297],"study_design_scores_gemma":[0.0000602127,0.0007830567,0.9785724,0.0004814418,0.000454217,0.001498473,0.003692554,0.009709481,0.002816962,0.0003728599,0.001469278,0.00008904123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847417,0.00175132,0.01023522,0.0001116891,0.0001181673,0.000226297,0.0003669959,0.00008947466,0.002359088],"genre_scores_gemma":[0.9957984,0.0002121595,0.003531454,0.00002524769,0.00003418796,0.00007689577,0.0001619545,0.00001407181,0.0001456308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04941219,"threshold_uncertainty_score":0.2613198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007312500806547445,"score_gpt":0.2773244434697879,"score_spread":0.2700119426632405,"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."}}