{"id":"W2411230846","doi":"10.1016/j.ajem.2016.06.021","title":"Point-of-care ultrasound in pediatric small bowel obstruction: an ED case series","year":2016,"lang":"en","type":"article","venue":"The American Journal of Emergency Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Asymptomatic; Emergency department; Differential diagnosis; Occult; Radiology; Pediatrics; Nuclear medicine; Surgery; Pathology; Psychiatry; Alternative 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009502299,0.0002856975,0.0009517772,0.0004337445,0.00007695625,0.000002287687,0.0003482374,0.00004889155,0.0009704994],"category_scores_gemma":[0.001276136,0.0001457481,0.0001993191,0.000970729,0.0005957011,0.0002721521,0.00003237721,0.0003765638,0.000007644102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159729,"about_ca_system_score_gemma":0.0001954483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335388,"about_ca_topic_score_gemma":0.0001414333,"domain_scores_codex":[0.9970522,0.000322368,0.001441738,0.000239969,0.0005625919,0.0003811645],"domain_scores_gemma":[0.9966515,0.0003460879,0.001408321,0.0006057928,0.0006354104,0.0003528857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00716707,0.0006563072,0.7578534,0.0006161077,0.0004906938,0.005509065,0.02210313,0.00003308198,0.1330348,0.0002393921,0.006277998,0.06601892],"study_design_scores_gemma":[0.008580985,0.03087639,0.7865615,0.001479449,0.002043408,0.09682038,0.06468894,0.000008245141,0.004187291,0.001575112,0.002388761,0.0007894698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902064,0.002238336,0.0001749112,0.005059035,0.001519629,0.0002491202,0.000008661863,0.00002001485,0.0005238409],"genre_scores_gemma":[0.9912823,0.004997424,0.0006510873,0.0001102189,0.002636707,0.000005432297,0.000002453381,0.00004514466,0.0002692691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288475,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140178301481196,"score_gpt":0.3208304561800193,"score_spread":0.2894286731652074,"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."}}