{"id":"W3009098951","doi":"10.1097/pcc.0000000000002258","title":"Variation in Practice Related to the Use of High Flow Nasal Cannula in Critically Ill Children","year":2020,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Nasal cannula; Cannula; Continuous positive airway pressure; Bronchiolitis; Intensive care; Pneumonia; Mechanical ventilation; Pneumothorax; Intensive care medicine; Anesthesia; Surgery; Respiratory system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004116985,0.0001089132,0.0002179449,0.0008425408,0.0002736421,0.0004908602,0.0004687168,0.0004102998,0.0008860518],"category_scores_gemma":[0.02263626,0.0001829405,0.0002464614,0.001151003,0.0006588252,0.0006311706,0.0006459801,0.0003749709,0.00008837747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009429524,"about_ca_system_score_gemma":0.001121806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008258141,"about_ca_topic_score_gemma":0.01173442,"domain_scores_codex":[0.9949962,0.002225378,0.0008964957,0.000534978,0.001009,0.0003378888],"domain_scores_gemma":[0.9770551,0.007071653,0.01289286,0.0005442578,0.001423907,0.001012222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004123741,0.00002066998,0.994011,0.00006156986,0.00002056028,0.00005096708,0.002027943,0.0000381086,0.0001359738,0.00002698086,0.00008853562,0.003476521],"study_design_scores_gemma":[0.000002590911,0.00008083737,0.9973902,0.00003919496,0.00000546355,0.0001376729,0.002003671,0.00006856523,0.00005346383,0.000007401388,0.000207214,0.000003704799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988683,0.0003195131,0.000117958,0.0001791621,0.000005096659,0.00002005662,0.0001124983,0.000002172636,0.0003751619],"genre_scores_gemma":[0.9993917,0.0002283164,0.000198051,0.00004885536,0.000004402408,0.00002184545,0.00007162553,0.000001078909,0.00003412294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008258141,"threshold_uncertainty_score":0.02177292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552076890459388,"score_gpt":0.3108811120238348,"score_spread":0.285360343119241,"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."}}