{"id":"W4404239638","doi":"10.1080/24745332.2024.2416213","title":"Use of corticosteroids and antibiotics for the treatment of asthma exacerbations at a quaternary care respiratory institute: A descriptive cohort study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Asthma; Cohort; Inhaled corticosteroids; Asthma exacerbations; Antibiotics; Cohort study; Respiratory system; Intensive care medicine; Pediatrics; Internal medicine; Microbiology","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":[0.0009963689,0.0003058687,0.0005565438,0.001734579,0.0007775564,0.0009729879,0.0005359453,0.0006410274,0.00199189],"category_scores_gemma":[0.002878615,0.000468092,0.0007842156,0.001738644,0.0004012869,0.0009979075,0.0006278615,0.0007044281,0.000362345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000990734,"about_ca_system_score_gemma":0.00124952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123551,"about_ca_topic_score_gemma":0.01292871,"domain_scores_codex":[0.9988719,0.0001917545,0.0001682886,0.0002626055,0.0002873812,0.0002182327],"domain_scores_gemma":[0.9972107,0.0005090837,0.001370378,0.0001626155,0.0002884726,0.0004587439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005961764,0.00004427779,0.9993537,0.000005065069,0.00001752782,0.00007763128,0.00005772655,0.000007174755,0.00003790662,0.000008063117,0.00003884484,0.0002924255],"study_design_scores_gemma":[0.00001727436,0.0003943073,0.9973812,0.00001784335,0.00003146064,0.00101709,0.0007589005,0.0001225121,0.00003464524,0.00001966966,0.000196465,0.000008685612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987627,0.0003022316,0.00006511399,0.00004095951,0.000005280521,0.00003932731,0.0004160267,0.000001932493,0.0003664161],"genre_scores_gemma":[0.9989028,0.0002606712,0.0001021462,0.000073047,0.00002260647,0.00004399174,0.0004864761,0.00000264715,0.0001056705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123551,"threshold_uncertainty_score":0.02234024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111210280192648,"score_gpt":0.330208228444445,"score_spread":0.2690961256425185,"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."}}