{"id":"W2947225748","doi":"","title":"Ultrasound to assess gastric content and fluid volume: New kid on the block for aspiration risk assessment in critically ill patients?","year":2019,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Point of care ultrasound; Critically ill; Intensive care medicine; Ultrasound; 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":[],"consensus_categories":[],"category_scores_codex":[0.000438954,0.0002189898,0.0003632776,0.000147063,0.00006319834,0.00009130642,0.0001043359,0.0001000316,0.00008359161],"category_scores_gemma":[0.001856408,0.000157426,0.00009607068,0.0002053271,0.00002722709,0.0001646591,0.00004767129,0.0002952568,0.00006432698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719277,"about_ca_system_score_gemma":0.0001166922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000318094,"about_ca_topic_score_gemma":0.0000492428,"domain_scores_codex":[0.9983029,0.0001119679,0.0004135561,0.0004355,0.0003649255,0.0003711912],"domain_scores_gemma":[0.99787,0.0008955862,0.0001008173,0.0004150693,0.0005082688,0.0002103052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004975016,0.0004334692,0.9524273,0.0001342669,0.00006979231,0.000005948077,0.0001927774,0.00005095527,0.01114851,0.0002035988,0.01118851,0.02364732],"study_design_scores_gemma":[0.002257522,0.002421275,0.9831808,0.0003042034,0.00009420279,0.00001657911,0.0001835466,0.0004749331,0.001904302,0.0001289685,0.008783461,0.0002501608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860582,0.00004169403,0.004314205,0.005079802,0.000594029,0.002265449,0.00004255828,0.00003323592,0.001570767],"genre_scores_gemma":[0.9849,0.00002152645,0.002093086,0.01015397,0.0001780245,0.0001834361,0.0000427584,0.0000361288,0.002391067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307535,"threshold_uncertainty_score":0.6419644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771327281424557,"score_gpt":0.2790330864088799,"score_spread":0.2513198135946343,"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."}}