{"id":"W4390707078","doi":"10.1007/s00261-023-04133-3","title":"Characterization and quantification of fluid in the abdomen by ultrasound and magnetic resonance imaging in children with clinical suspicion of appendicitis","year":2024,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Appendicitis; Abdominal Fluid; Radiology; Abdomen; Magnetic resonance imaging; Ultrasound; Nuclear medicine; Surgery","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":[0.0009217418,0.0006618233,0.0008311737,0.003188054,0.0004767662,0.001013207,0.000547311,0.001047234,0.0005687447],"category_scores_gemma":[0.01119647,0.0005253917,0.0003999759,0.001097264,0.001381051,0.001623887,0.0006965575,0.001016881,0.0001888536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625787,"about_ca_system_score_gemma":0.0008987902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512591,"about_ca_topic_score_gemma":0.001672753,"domain_scores_codex":[0.9990978,0.0002473069,0.0001570823,0.00009170876,0.0002220973,0.0001839933],"domain_scores_gemma":[0.9974173,0.001245347,0.000605287,0.00006394211,0.0002875353,0.0003805509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004489836,0.0001201207,0.9783511,0.00008772725,0.00001637031,0.01072123,0.0002342934,0.0004028903,0.004600269,0.00009685623,0.0001757684,0.004744363],"study_design_scores_gemma":[0.00003594287,0.0009936247,0.9118032,0.0001153291,0.00006182343,0.07287394,0.002106202,0.003084036,0.007976956,0.0002336031,0.000683093,0.00003223472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966111,0.001682651,0.0005126122,0.0002035818,0.00001543769,0.00002196539,0.0001005089,0.00002023711,0.0008318705],"genre_scores_gemma":[0.9981284,0.0006034522,0.0009914105,0.00005858014,0.00002393808,0.00001657054,0.0001088137,0.000006211308,0.00006268295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003188054,"threshold_uncertainty_score":0.00553292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009367671925059808,"score_gpt":0.2806031359718696,"score_spread":0.2712354640468098,"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."}}