{"id":"W7135014667","doi":"10.4187/respcare.20223777365","title":"Implementation of a High-Flow Nasal Cannula Weaning Protocol in Bronchiolitis in a Pediatric Acute Care and Pediatric Intensive Care Unit","year":2022,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Bronchiolitis; Pediatric intensive care unit; Nasal cannula; Weaning; Acute care; Intensive care; Acute Bronchiolitis; Intensive care unit; Protocol (science)","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":[0.00929465,0.0002930033,0.0003583287,0.0008223476,0.0006645398,0.0007304936,0.0007995558,0.0005231585,0.0006940607],"category_scores_gemma":[0.02164204,0.0002738527,0.0005656282,0.0008844542,0.0005324716,0.0006880492,0.001009611,0.0007103172,0.00009698972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966192,"about_ca_system_score_gemma":0.004910892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166299,"about_ca_topic_score_gemma":0.00588711,"domain_scores_codex":[0.9907958,0.004304051,0.001812928,0.0006018932,0.001805432,0.0006798864],"domain_scores_gemma":[0.9827949,0.004227665,0.008250398,0.0006952953,0.002270563,0.001761205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002339655,0.003233735,0.9564151,0.0003228433,0.0001167416,0.0002391606,0.0007578405,0.0007443621,0.001184268,0.00003057317,0.0003616005,0.03425402],"study_design_scores_gemma":[0.0003298139,0.01560412,0.9815491,0.00008075618,0.00004190482,0.0002096105,0.0005350703,0.000432671,0.0008004498,0.000009331782,0.0003970551,0.0000101723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985927,0.000176755,0.0001872339,0.00007932878,0.00001087706,0.0006233274,0.00008313076,0.000009150356,0.0002375479],"genre_scores_gemma":[0.9958012,0.0002731503,0.00225115,0.0001613577,0.00003177376,0.001039507,0.0003517442,0.00000295589,0.00008711778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00929465,"threshold_uncertainty_score":0.04915535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067551682514391,"score_gpt":0.383881647997915,"score_spread":0.3532061311727711,"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."}}