{"id":"W2285828268","doi":"","title":"Reliability of ultrasound gastric volume assessment for the prevention of aspiration pneumonia","year":2013,"lang":"en","type":"article","venue":"","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Intraclass correlation; Ultrasound; Reliability (semiconductor); Aspiration pneumonia; Airway; Interim analysis; Anesthesia; Surgery; Nuclear medicine; Pneumonia; Randomized controlled trial; Radiology; 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":[0.0004551399,0.00006462033,0.0001861145,0.0000418635,0.00002196357,0.000005851082,0.00004658182,0.00004477735,0.000381487],"category_scores_gemma":[0.0002931726,0.00003981755,0.0001296429,0.000128068,0.00004384547,0.000144977,0.0000113532,0.00005989527,0.000006082187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004536993,"about_ca_system_score_gemma":0.00008370694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008979095,"about_ca_topic_score_gemma":0.000007518841,"domain_scores_codex":[0.9992042,0.00003872587,0.0003616592,0.0001250086,0.0001728658,0.00009757763],"domain_scores_gemma":[0.9987417,0.0004615846,0.0001747589,0.0003003324,0.0002946373,0.00002696713],"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":[0.00006964878,0.0004781575,0.2176523,0.000417267,0.00007521916,9.757027e-8,0.00005726879,0.0001604949,0.7404777,0.0001245708,0.002549128,0.03793817],"study_design_scores_gemma":[0.0003352608,0.0007571961,0.9603439,0.00005470243,0.00007945264,0.00000390387,0.00006450035,0.00202395,0.03512779,0.0007916034,0.000373341,0.00004441677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752241,0.00002747614,0.1221901,0.0002551865,0.0001414485,0.001082911,0.000003508822,0.00001464672,0.001060697],"genre_scores_gemma":[0.9854936,0.00001182079,0.01098594,0.00004523801,0.00003768417,0.0001533462,0.00001318074,0.000007196905,0.003252008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7426916,"threshold_uncertainty_score":0.4177015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526912842394807,"score_gpt":0.2872708911698241,"score_spread":0.2720017627458761,"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."}}