{"id":"W2278049447","doi":"10.1017/cem.2016.7","title":"Management of Bronchiolitis in Community Hospitals in Ontario: a Multicentre Cohort Study","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Manitoba; University of Alberta; University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Bronchiolitis; Interquartile range; Bronchodilator; Emergency department; Pediatrics; Salbutamol; Confidence interval; Cohort; Cohort study; Emergency medicine; Asthma; Internal medicine; Respiratory system","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":[0.000904648,0.0006782189,0.0007850103,0.0009843273,0.003708334,0.002182433,0.001805303,0.001198754,0.002126621],"category_scores_gemma":[0.002830117,0.001141529,0.001144561,0.003340799,0.001124079,0.00128368,0.001697944,0.001174244,0.0003386223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01549756,"about_ca_system_score_gemma":0.01452874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8997388,"about_ca_topic_score_gemma":0.9431843,"domain_scores_codex":[0.9982985,0.0002110161,0.0001243206,0.000324166,0.0003364668,0.0007055214],"domain_scores_gemma":[0.9966012,0.0001953831,0.001177916,0.0002110843,0.0008446198,0.0009697772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007488527,0.00005426112,0.9978247,0.00001444405,0.00005537657,0.0001162193,0.001131388,0.00001424949,0.00008851995,0.00002095239,0.0002216453,0.0003834993],"study_design_scores_gemma":[0.000009545896,0.00004527439,0.9978028,0.0000151598,0.00002546857,0.00005263403,0.001806704,0.00004681096,0.000007914913,0.000009037217,0.0001710395,0.000007556641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982444,0.0002354147,0.00004309377,0.000139115,0.000008666789,0.00003868655,0.0007581191,0.000002990909,0.0005294127],"genre_scores_gemma":[0.9986463,0.0002171588,0.00006690923,0.00008580458,0.000008442079,0.00002665486,0.0005487467,0.000003330341,0.0003966902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002612,"threshold_uncertainty_score":0.2017032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09239924755087005,"score_gpt":0.3855752077960064,"score_spread":0.2931759602451364,"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."}}