{"id":"W4416344602","doi":"10.24908/pocusj.v10i02.19230","title":"POCUS for Detection of Esophageal and Gastric Foreign Bodies","year":2025,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign Bodies; Perforation; Esophagus; Foreign body; Clinical Practice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518091,0.00009918161,0.0002676468,0.000271136,0.0001190958,0.00001672936,0.00004778156,0.00007225094,0.00005426836],"category_scores_gemma":[0.000928157,0.00007538454,0.0001075231,0.0001340553,0.0001242942,0.00006669058,0.00002364406,0.0002271525,0.000001423586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005588591,"about_ca_system_score_gemma":0.0001226189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007125587,"about_ca_topic_score_gemma":0.000002753264,"domain_scores_codex":[0.9991379,0.00002434586,0.0003136062,0.0001141903,0.0002034656,0.0002064782],"domain_scores_gemma":[0.9992921,0.0001804537,0.0001130289,0.00009160248,0.0001750155,0.0001478252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006089834,0.000695665,0.1303154,0.002262976,0.0009772328,0.0007485495,0.0005820063,0.00001822422,0.08437499,0.01493135,0.0157156,0.7432882],"study_design_scores_gemma":[0.0338712,0.01077819,0.3038132,0.002392238,0.00296293,0.02533473,0.002395638,0.004613569,0.3694124,0.2253259,0.01836477,0.0007352713],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253132,0.009845557,0.05103965,0.0009942845,0.0005274509,0.0006186796,0.0000176577,0.00004564533,0.01159786],"genre_scores_gemma":[0.9965853,0.0001598752,0.002252371,0.0001715752,0.0002688532,0.000009963603,0.000001638346,0.00001019615,0.0005402112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7425529,"threshold_uncertainty_score":0.3074092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381115848403388,"score_gpt":0.2887207614673397,"score_spread":0.2749096029833058,"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."}}