{"id":"W3017126354","doi":"10.1093/pch/pxaa023","title":"High-flow nasal cannula implementation has not reduced intubation rates for bronchiolitis in Canada","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"London Health Sciences Centre","keywords":"Nasal cannula; Medicine; Bronchiolitis; Intubation; Emergency medicine; Pediatrics; Cannula; Anesthesia; Surgery; Respiratory system; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806686,0.0001620324,0.0003594969,0.000235796,0.0002625612,0.00003927178,0.00009314574,0.00006273571,0.00009660917],"category_scores_gemma":[0.0005098558,0.000167115,0.00005445611,0.0008187233,0.00002265184,0.0001224945,0.00003635323,0.0003997178,0.00001047236],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220352,"about_ca_system_score_gemma":0.008460782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.770562,"about_ca_topic_score_gemma":0.7494587,"domain_scores_codex":[0.9977921,0.0001576386,0.0006599149,0.0003797771,0.0004490553,0.0005615036],"domain_scores_gemma":[0.9988315,0.0001630125,0.0001798853,0.0001804734,0.0001838536,0.0004613114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001274119,0.0003309135,0.475632,0.002776785,0.0001341669,0.00004981668,0.004042483,0.002654811,0.002135656,0.002495935,0.1696571,0.3388162],"study_design_scores_gemma":[0.009420811,0.003163151,0.9455395,0.00005660982,0.00005504514,0.00001324419,0.0009785926,0.007302451,0.006920545,0.0001441267,0.02595338,0.0004525953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177102,0.0003707667,0.0005180722,0.07827032,0.0003905889,0.002243369,0.0003487855,0.00004976911,0.00009814156],"genre_scores_gemma":[0.9883181,0.0002281355,0.001100892,0.00847277,0.001083821,0.0001656333,0.0005832986,0.00003593655,0.00001145051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4699074,"threshold_uncertainty_score":0.9971603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628328394022243,"score_gpt":0.3784557584942277,"score_spread":0.3221724745540053,"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."}}