{"id":"W3029867860","doi":"10.1016/j.jclinane.2020.109872","title":"Novel application of AIRVO™ 2 for the management of postoperative hypoxemia due to severe laryngeal stenosis","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Hypoxemia; Anesthesia; Oxygenation; Stenosis; Hypoxia (environmental); Surgery; Oxygen; Cardiology","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":[0.0002032686,0.0003905048,0.0004758847,0.0003020899,0.0002854755,0.0004035766,0.0004659434,0.0005066145,0.0009314159],"category_scores_gemma":[0.0001731978,0.0001390825,0.0004974877,0.00009689137,0.0002400098,0.0003541683,0.0004339588,0.0008197532,0.0001978866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007918311,"about_ca_system_score_gemma":0.000229663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948018,"about_ca_topic_score_gemma":0.0004491921,"domain_scores_codex":[0.9999105,0.00001605795,0.000007235358,0.00002326701,0.00002355138,0.00001931513],"domain_scores_gemma":[0.999962,0.00000837423,0.000008758267,0.000002550252,0.000004640227,0.0000137745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.004753955,0.00176403,0.004528883,0.001230586,0.0003278419,0.009214032,0.0002899188,0.0008731794,0.67142,0.001562716,0.003587469,0.3004472],"study_design_scores_gemma":[0.003992784,0.04115582,0.05126562,0.0006869484,0.002509862,0.07950011,0.0006374865,0.03288322,0.6364487,0.003355409,0.1471613,0.0004026536],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543729,0.06903899,0.05955743,0.002377606,0.002431329,0.0003537526,0.0001240845,0.0004721839,0.01127174],"genre_scores_gemma":[0.9481378,0.01501961,0.02988135,0.001404402,0.001356211,0.0001860258,0.0001264123,0.00003772445,0.003850649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009314159,"threshold_uncertainty_score":0.003115892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06595931602619293,"score_gpt":0.3680181999622189,"score_spread":0.302058883936026,"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."}}