{"id":"W3037609713","doi":"10.1111/vec.12970","title":"High‐flow nasal cannula oxygen therapy in acute hypoxemic respiratory failure in 22 dogs requiring oxygen support escalation","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nasal cannula; Medicine; Anesthesia; Oxygen therapy; Hypoxemia; Respiratory rate; Respiratory failure; Work of breathing; Cardiorespiratory fitness; Heart rate; Mechanical ventilation; Cannula; Internal medicine; Surgery; Blood pressure","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":[0.001405289,0.000580212,0.001132898,0.0001854208,0.0002967994,0.000622722,0.0003998049,0.0008378533,0.000690248],"category_scores_gemma":[0.001355511,0.0003493578,0.000441192,0.0001360161,0.0009954666,0.0004026472,0.000312323,0.0007717579,0.000109003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455285,"about_ca_system_score_gemma":0.0008352936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245053,"about_ca_topic_score_gemma":0.001773309,"domain_scores_codex":[0.9993129,0.0003283956,0.00006163966,0.00007440255,0.00007861129,0.0001441142],"domain_scores_gemma":[0.9991218,0.0002020696,0.0002406686,0.0000536869,0.00006708757,0.0003146259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5057452,0.1108827,0.134384,0.001434723,0.0009412969,0.001509754,0.0005321671,0.002507042,0.1223176,0.0002432928,0.001433292,0.1180691],"study_design_scores_gemma":[0.04951002,0.8563579,0.08488727,0.00006086714,0.0002299857,0.0004629016,0.0001988516,0.001344024,0.005661659,0.00003630275,0.00122424,0.00002604155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99943,0.0002162781,0.00006152008,0.00002734562,0.00001120044,0.0001583119,0.00001553849,0.000002416309,0.00007735909],"genre_scores_gemma":[0.998499,0.0002983723,0.0004274083,0.0001092308,0.0000632943,0.0003064216,0.0001132284,0.000001222473,0.0001817451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001405289,"threshold_uncertainty_score":0.007431924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05073463347844239,"score_gpt":0.3334381348914381,"score_spread":0.2827035014129957,"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."}}