{"id":"W4414633182","doi":"10.1097/cce.0000000000001325","title":"How High-Flow Nasal Cannula Is Impacted by Nasogastric/Esophageal Tube: A Bench Study","year":2025,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Cannula; Airway; Tube (container); Dead space; Nasal cavity; Nose","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":[0.00009997909,0.0002604895,0.0003984342,0.0002160975,0.0003289524,0.0001978914,0.0001385007,0.0001654897,0.0003858831],"category_scores_gemma":[0.0005807943,0.0002400376,0.0001291798,0.0006822323,0.0001103901,0.0003574975,0.0000697872,0.0003706112,0.00004572231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641401,"about_ca_system_score_gemma":0.0005342301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000433036,"about_ca_topic_score_gemma":0.00003860629,"domain_scores_codex":[0.9982063,0.00009042307,0.0003167116,0.0004805452,0.0004557778,0.0004502479],"domain_scores_gemma":[0.998158,0.0001170544,0.00002502587,0.0005160252,0.0007813176,0.0004025781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006916935,0.006900866,0.04539558,0.0009837612,0.0009042423,0.002699913,0.02613222,0.0000133084,0.05707189,0.04509728,0.7779625,0.03614671],"study_design_scores_gemma":[0.03209373,0.02523654,0.04170002,0.0007194554,0.006640972,0.0001593539,0.4724667,0.002098282,0.1687354,0.007753949,0.2388201,0.003575493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974775,0.002516188,0.04613956,0.04278861,0.002539379,0.003223381,0.001233999,0.0006682073,0.003413191],"genre_scores_gemma":[0.9928272,0.000005465849,0.001259585,0.002367043,0.0002283091,0.0002873429,0.0004560668,0.00003016676,0.002538858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5391424,"threshold_uncertainty_score":0.9788448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256652987165968,"score_gpt":0.3280349061874977,"score_spread":0.305468376315838,"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."}}