{"id":"W4309735621","doi":"10.24908/pocus.v7i2.15632","title":"A Potential Pitfall in POCUS of the Gallbladder: Beware of the Duodenum","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gallbladder; Medicine; Duodenum; Acute cholecystitis; Gallbladder disease; Cholecystitis; Biliary disease; General surgery; Emergency department; Abdominal ultrasound; Abdominal pain; Acute abdominal pain; Radiology; Internal medicine; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004553696,0.0001212756,0.0002762905,0.0001166469,0.0002117377,0.00001084026,0.0004656029,0.00004385126,0.001110351],"category_scores_gemma":[0.0001263219,0.00006812117,0.0003497979,0.0004291807,0.0001256429,0.00004433479,0.0002615855,0.0008364289,0.000001769124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007450363,"about_ca_system_score_gemma":0.0003771692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280854,"about_ca_topic_score_gemma":0.00007799845,"domain_scores_codex":[0.9981203,0.0002281723,0.0004678519,0.0001302179,0.0007884481,0.000265027],"domain_scores_gemma":[0.9991456,0.00002802762,0.0002940009,0.0003511016,0.0001136426,0.0000676139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257879,0.002812417,0.8514354,0.0002631107,0.0006053096,0.0002956933,0.01018084,0.00325723,0.08312769,0.0004850403,0.03522445,0.01105495],"study_design_scores_gemma":[0.006408076,0.000646754,0.9609248,0.0002188163,0.000371051,0.004069444,0.007850652,0.0002502951,0.006744437,0.004309765,0.00794956,0.000256354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876795,0.001007198,0.00001663908,0.007753071,0.0007436642,0.0003083209,0.00002242796,0.000006099641,0.002463026],"genre_scores_gemma":[0.9987677,0.00005836347,0.00003494348,0.0004147355,0.0001071767,0.000008031216,0.000001339738,0.00001769527,0.0005899696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094894,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006757050172484728,"score_gpt":0.2244448198899544,"score_spread":0.2176877697174696,"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."}}