{"id":"W4410122544","doi":"10.24908/pocusj.v10i01.18109","title":"Man with Abdominal Bloating","year":2025,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nausea; Medicine; Vomiting; Bloating; Abdominal pain; Intussusception (medical disorder); Radiology; Computed tomography; Ultrasonography; Point of care ultrasound; Quadrant (abdomen); Ultrasound; Emergency department; Surgery; Nursing","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":[0.00007013974,0.00008051415,0.0001296631,0.00008535204,0.0001239043,0.00003175522,0.00003626322,0.0000148791,0.0001197798],"category_scores_gemma":[0.00003928417,0.00005124002,0.00004908757,0.0001029436,0.00002612012,0.00003690498,0.00001072362,0.0001996398,0.00002119507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004056818,"about_ca_system_score_gemma":0.00009322467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001155461,"about_ca_topic_score_gemma":0.000006375666,"domain_scores_codex":[0.9994838,0.00001203826,0.000125297,0.00008147752,0.000129415,0.000168007],"domain_scores_gemma":[0.9996882,0.00001743516,0.00005233172,0.00007345185,0.0000775767,0.0000910056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005898467,0.0003212845,0.945885,0.00003822636,0.0002281392,0.001431482,0.00009105034,0.00000813627,0.001433193,0.0002608031,0.002994389,0.04671842],"study_design_scores_gemma":[0.01128239,0.002075688,0.9570526,0.001628055,0.0007002157,0.019086,0.0007564088,0.000342116,0.001116524,0.002377006,0.003411833,0.0001711759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462351,0.0003610837,0.004731357,0.003204769,0.00007371472,0.0001003093,7.135386e-7,0.00002044932,0.04527254],"genre_scores_gemma":[0.984302,0.00001120068,0.01231559,0.0003883512,0.00005652685,0.000002267977,0.000001068509,0.000007181843,0.002915807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04654725,"threshold_uncertainty_score":0.2089507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003425563803321918,"score_gpt":0.2616793574918418,"score_spread":0.2582537936885199,"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."}}