{"id":"W4405560254","doi":"10.1002/jhm.13571","title":"Indications and outcomes of pediatric high flow nasal cannula use in the home setting","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; University of Toronto; SickKids Foundation; Hospital for Sick Children; Montreal Children's Hospital","funders":"","keywords":"Medicine; Nasal cannula; Cannula; Intensive care medicine; MEDLINE; Emergency medicine; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003720337,0.0001402308,0.0002444355,0.0005709861,0.0003064058,0.000579951,0.0002582321,0.0002505862,0.001184884],"category_scores_gemma":[0.00232387,0.0001380827,0.0003134458,0.001093003,0.000388692,0.0003892615,0.0002937893,0.0003860114,0.0001015959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009793208,"about_ca_system_score_gemma":0.001062768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128932,"about_ca_topic_score_gemma":0.02802916,"domain_scores_codex":[0.9993926,0.00007493974,0.00007647699,0.0000890784,0.0002153709,0.0001514344],"domain_scores_gemma":[0.9973103,0.0002763327,0.001742653,0.00003971727,0.000266588,0.0003644669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002307298,0.0000108243,0.997991,0.00001121086,0.00000968827,0.0003113083,0.00005489345,0.00002735843,0.00007884335,0.0000104009,0.0001183341,0.001353117],"study_design_scores_gemma":[0.000002109499,0.00005482172,0.997833,0.00001736356,0.00000667018,0.001485836,0.0002973256,0.00009143852,0.00007734007,0.000006689782,0.0001249516,0.000002479427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986175,0.0004110936,0.00006277441,0.0000426056,0.00000445368,0.000006323041,0.0003935687,0.000004967254,0.0004567955],"genre_scores_gemma":[0.9993247,0.0002260301,0.00006465453,0.00001951144,0.000005565864,0.000005131261,0.000304045,0.000001707637,0.00004856321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02128932,"threshold_uncertainty_score":0.0423308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009542410487734838,"score_gpt":0.269430635519396,"score_spread":0.2598882250316611,"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."}}