{"id":"W4386946248","doi":"10.3791/65707","title":"Gastric Point of Care Ultrasound in Adults: Image Acquisition and Interpretation","year":2023,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Anesthesiology; Sedation; Intensive care medicine; Stomach; Airway; Radiology; Surgery; Pathology; Internal medicine","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":[0.0002924163,0.00009227993,0.0003392113,0.0003101387,0.00002095488,0.00001202859,0.00006831417,0.00006454515,0.000103458],"category_scores_gemma":[0.0005378966,0.0000787954,0.00009775487,0.0004065551,0.00007158065,0.0001713195,0.00002322592,0.0001497143,0.00001217287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015075,"about_ca_system_score_gemma":0.00004778833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000131979,"about_ca_topic_score_gemma":9.20061e-7,"domain_scores_codex":[0.9986342,0.00006132056,0.0007711906,0.0001225084,0.0002884148,0.0001223283],"domain_scores_gemma":[0.9987192,0.0004101988,0.0003893936,0.000120672,0.0002633449,0.00009722893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003455303,0.0007425389,0.04569459,0.0003268823,0.000124427,0.0000337768,0.01584714,0.000006757987,0.929638,0.0001379475,0.0007484383,0.003244186],"study_design_scores_gemma":[0.02651382,0.005847509,0.5749617,0.004482072,0.0002692754,0.000600215,0.04512616,0.0007834038,0.3386596,0.0020019,0.0003661935,0.000388144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977363,0.0005545128,0.000929456,0.0001324051,0.0000876487,0.0002365354,0.00001050013,0.00001410614,0.0002985436],"genre_scores_gemma":[0.9935716,0.0005093131,0.005672674,0.0001042154,0.00006204904,0.0000135196,0.00003496465,0.00001435211,0.00001726222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5909784,"threshold_uncertainty_score":0.3213183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098508815036733,"score_gpt":0.4435639312695888,"score_spread":0.4225788431192214,"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."}}