{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913436,0.0005415393,0.000519737,0.0004101148,0.0005083113,0.001030477,0.0006101871,0.0008428411,0.003518044],"category_scores_gemma":[0.003199193,0.0003016568,0.00115825,0.0001611424,0.001440172,0.001278221,0.0005583605,0.00125109,0.0009128816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524364,"about_ca_system_score_gemma":0.0005743511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004841833,"about_ca_topic_score_gemma":0.0005418502,"domain_scores_codex":[0.9987282,0.0003870643,0.00007914177,0.00018757,0.0003951911,0.0002228386],"domain_scores_gemma":[0.997923,0.000821444,0.0003351894,0.0001925217,0.0004415442,0.0002863295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01120195,0.01561673,0.04980091,0.003294802,0.0004492997,0.008100181,0.002590053,0.002589709,0.7847493,0.001229291,0.003306558,0.1170712],"study_design_scores_gemma":[0.0006578624,0.3177758,0.1932542,0.0007122115,0.001252139,0.01447624,0.007068254,0.01810511,0.4187593,0.001547205,0.02601531,0.0003763004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923719,0.002702726,0.002796515,0.0002689555,0.0003089105,0.0002111273,0.00009254298,0.00003421097,0.001213202],"genre_scores_gemma":[0.9917588,0.002417654,0.003669841,0.0005889597,0.0003385453,0.0001119591,0.0002343677,0.00002747278,0.0008523926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003518044,"threshold_uncertainty_score":0.01176906,"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."}}