{"id":"W4408161458","doi":"10.1111/anae.16587","title":"Obesity may present challenges but does not preclude gastric ultrasound","year":2025,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Obesity; Ultrasound; Intensive care medicine; Internal medicine; Radiology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003505732,0.0007172915,0.001256285,0.000553596,0.0001076616,0.00006504368,0.0004451246,0.001289508,0.0002062058],"category_scores_gemma":[0.0002332185,0.0005411151,0.0005548522,0.0002597123,0.0001485103,0.0001400549,0.0001141173,0.002343334,0.0002207187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566563,"about_ca_system_score_gemma":0.0003899149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759188,"about_ca_topic_score_gemma":0.00003152119,"domain_scores_codex":[0.9963077,0.0002876824,0.0006101552,0.001104925,0.0008232577,0.0008662221],"domain_scores_gemma":[0.9971533,0.0006984381,0.0002891719,0.001532382,0.0001623791,0.0001642888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179815,0.0001984302,0.005870551,0.001975002,0.0004406417,0.003674362,0.0001151009,0.000001428057,0.0003874788,0.00001866498,0.967374,0.01982639],"study_design_scores_gemma":[0.000378557,0.0002266527,0.02597291,0.001136155,0.0004772425,0.0002730081,0.00003075766,0.00000260087,0.006622442,0.0001604915,0.9641202,0.0005989646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04890853,0.006042342,0.00009394329,0.9276839,0.001556601,0.001328081,0.000125019,0.0004563434,0.01380522],"genre_scores_gemma":[0.03445308,0.03490455,0.00133835,0.7285749,0.01181195,0.0004000252,0.0006305245,0.0002622392,0.1876243],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.199109,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311078042659621,"score_gpt":0.2583983172548582,"score_spread":0.235287536828262,"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."}}