{"id":"W4410269882","doi":"10.1164/ajrccm.2025.211.abstracts.a2242","title":"Trends in Intensive Care Unit Admissions and Ventilation in Patients With Asthma: A 10 Year Population-Based Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Asthma; Intensive care unit; Emergency medicine; Intensive care; Mechanical ventilation; Population; Intensive care medicine; Pediatrics; Internal medicine; Environmental health","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":[0.0005253928,0.0003004631,0.0003743509,0.001254132,0.001027777,0.0009534595,0.0009727668,0.0006266214,0.001149719],"category_scores_gemma":[0.00136331,0.000395099,0.0006673702,0.003880901,0.0004065739,0.0007596553,0.0006569802,0.0007512448,0.0002650089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00527922,"about_ca_system_score_gemma":0.005194784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7555191,"about_ca_topic_score_gemma":0.7932214,"domain_scores_codex":[0.9991135,0.0000681778,0.00009864576,0.0002075673,0.0002899709,0.0002220754],"domain_scores_gemma":[0.998023,0.00007589516,0.0008106806,0.0000674994,0.0006398085,0.0003830349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001549288,0.00001133495,0.9994363,0.000008704264,0.00002557101,0.00001497706,0.000061168,0.00001546619,0.00003152411,0.000005219574,0.0001479047,0.0002264696],"study_design_scores_gemma":[0.000002299926,0.00001509424,0.9995788,0.000006938999,0.000009945897,0.00002301792,0.0001467907,0.00007219421,0.000007365866,0.000002840775,0.000132791,0.000001963168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900393,0.0004315379,0.00009587875,0.0001726216,0.000009246585,0.00004124296,0.008400871,0.000009367465,0.0008000025],"genre_scores_gemma":[0.9949827,0.0002583938,0.0001248264,0.00008645827,0.0000122123,0.00003016843,0.00424063,0.000003632712,0.0002609823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7555191,"threshold_uncertainty_score":0.4918414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726259078880081,"score_gpt":0.3344198741032789,"score_spread":0.3171572833144781,"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."}}