{"id":"W3007078808","doi":"10.1093/pch/pxaa013","title":"Adherence to national paediatric bronchiolitis management guidelines and impact on emergency department resource utilization","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Bronchiolitis; Emergency department; Medicine; Intensive care medicine; Medical emergency; Nursing; Respiratory system","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":[0.001930195,0.0001687166,0.0002648212,0.000541749,0.0001475579,0.0006689169,0.0004263759,0.0004745432,0.001169313],"category_scores_gemma":[0.014509,0.0001980301,0.00035194,0.0009166063,0.0002190829,0.0004272818,0.0004642739,0.0006767929,0.0001143167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413577,"about_ca_system_score_gemma":0.0006987606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007795356,"about_ca_topic_score_gemma":0.006143077,"domain_scores_codex":[0.9973664,0.000987628,0.0004166862,0.0002962596,0.000657963,0.0002750706],"domain_scores_gemma":[0.9871938,0.002020936,0.009343255,0.0002649186,0.0006228934,0.0005542052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001937414,0.00002821667,0.999101,0.00001050884,0.00003217928,0.00002611822,0.00002243624,0.00002628591,0.00001513851,0.000005908993,0.00004723137,0.0006656313],"study_design_scores_gemma":[0.000001750503,0.00004377473,0.9996076,0.00001211185,0.000009937849,0.00009444113,0.00005039709,0.000114032,0.00001461276,0.000003032304,0.00004715727,0.000001102563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99843,0.0005153336,0.00005481174,0.0001307388,0.000005882217,0.00001123195,0.0003933201,0.000002995496,0.0004556818],"genre_scores_gemma":[0.9993916,0.0001657064,0.00008871003,0.00003499442,0.000008857812,0.000007922633,0.0002549408,0.000001183559,0.00004614328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007795356,"threshold_uncertainty_score":0.01549995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292512850498231,"score_gpt":0.4305607511329396,"score_spread":0.3013094660831165,"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."}}