{"id":"W2334779301","doi":"10.1097/pec.0000000000000624","title":"Point-of-Care Ultrasonography for the Rapid Diagnosis of Intussusception","year":2016,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Intussusception (medical disorder); Point of care ultrasound; Ultrasonography; Ultrasound; Radiology; Abdominal ultrasonography; General surgery; Intensive care medicine; Pediatrics","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":[0.00004794143,0.0001344866,0.0002203856,0.000124439,0.00005491496,0.000001176386,0.00009444936,0.00004424552,0.0005613452],"category_scores_gemma":[0.0002129336,0.00007160912,0.0003643643,0.0003032722,0.00003774092,0.00004234959,0.0000178745,0.0000395086,0.00000669625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176229,"about_ca_system_score_gemma":0.00003779125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000453814,"about_ca_topic_score_gemma":0.00001603325,"domain_scores_codex":[0.999112,0.00001770624,0.0003251215,0.0001821255,0.0001811705,0.0001818662],"domain_scores_gemma":[0.9988706,0.0001635486,0.0001698273,0.0002553469,0.0004810952,0.00005959035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000096626,0.0001062418,0.9541673,0.0005611784,0.00006189509,6.811687e-7,0.0008752125,7.208139e-7,0.0001494934,0.00004717161,0.003080259,0.04085323],"study_design_scores_gemma":[0.002329451,0.002507146,0.9852428,0.00009369071,0.001376397,0.00000344782,0.005876152,0.000001693885,0.001343919,0.0001380955,0.0009499603,0.0001372428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665615,0.02902126,0.001124604,0.0004290129,0.0005342954,0.001105008,0.0002830092,0.00003224925,0.000909047],"genre_scores_gemma":[0.9840834,0.01479868,0.0006001284,0.000009793509,0.0002022211,0.0002095031,0.00004233724,0.00001849851,0.00003542965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04071599,"threshold_uncertainty_score":0.6146336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292540786165501,"score_gpt":0.2692003389687211,"score_spread":0.2562749311070661,"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."}}