{"id":"W4313545839","doi":"10.1148/rg.220110","title":"US for Evaluation of Acute Abdominal Conditions in Neonates","year":2023,"lang":"en","type":"article","venue":"Radiographics","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Volvulus; Radiology; Vascularity; Necrotizing enterocolitis; Acute pancreatitis; Intensive care medicine; Surgery; 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":[0.000398264,0.0000551492,0.0001191101,0.0006630219,0.00003523437,0.000003676717,0.00002879186,0.00004434965,0.00006587656],"category_scores_gemma":[0.0002148033,0.00005521858,0.0001032763,0.001115874,0.00007355144,0.00003887989,0.000003615128,0.00006388255,0.000005572791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900556,"about_ca_system_score_gemma":0.00006970268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937053,"about_ca_topic_score_gemma":0.00002586061,"domain_scores_codex":[0.999342,0.00002693922,0.0001909713,0.00009943399,0.0002352101,0.0001054],"domain_scores_gemma":[0.9993606,0.0001083171,0.00005820126,0.00008301497,0.0003567729,0.00003305463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001381457,0.000486811,0.866578,0.0005948661,0.000808564,0.00003091085,0.001903319,0.004543712,0.02043184,0.05000871,0.01270212,0.04052963],"study_design_scores_gemma":[0.005273308,0.0002385753,0.9042763,0.00008344991,0.0004551724,0.00004008427,0.0006482192,0.07540362,0.00105869,0.0115234,0.0009050574,0.00009413132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974967,0.00005812984,0.0002059694,0.0008209632,0.0001454719,0.000558524,0.00004014411,0.00004531646,0.0006287287],"genre_scores_gemma":[0.9985203,0.00007283374,0.0008561499,0.000115066,0.00002379864,0.0001340626,0.0002005924,0.000009042391,0.00006812584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0708599,"threshold_uncertainty_score":0.2251749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193056572442037,"score_gpt":0.3553098143336911,"score_spread":0.3233792486092707,"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."}}