{"id":"W4404091311","doi":"10.1183/13993003.congress-2024.pa4876","title":"OCS use in uncontrolled severe asthma in Canada","year":2024,"lang":"en","type":"article","venue":"Epidemiology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; GlaxoSmithKline (Canada); The Scarborough Hospital; Université Laval","funders":"","keywords":"Asthma; Medicine; Computer science; Internal medicine","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":[0.0004161064,0.0001945299,0.0002520137,0.001370622,0.001806513,0.001050781,0.000885642,0.0003469169,0.00344241],"category_scores_gemma":[0.002332536,0.000211074,0.0004627235,0.005525469,0.0006151227,0.0003878703,0.0008014892,0.0008517441,0.0002327465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926354,"about_ca_system_score_gemma":0.03055322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905835,"about_ca_topic_score_gemma":0.9929603,"domain_scores_codex":[0.9988978,0.00004015379,0.00009555302,0.0001415137,0.0005570681,0.0002680206],"domain_scores_gemma":[0.9972145,0.0001586971,0.0009912612,0.00006300782,0.0009640279,0.0006084819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007220558,0.00002583342,0.9808271,0.0002035678,0.00005574854,0.0001336451,0.0005116528,0.0001562433,0.0001415909,0.000230983,0.008923997,0.008717461],"study_design_scores_gemma":[0.000007679892,0.00001481091,0.9958422,0.0001669107,0.00002707269,0.0001635939,0.0008281543,0.0002265492,0.00005856554,0.000040011,0.002612673,0.00001181824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204099,0.00558881,0.0001887267,0.003149014,0.00006937156,0.0001380396,0.05730392,0.00004374584,0.01310855],"genre_scores_gemma":[0.9888187,0.002276665,0.0001766608,0.0004965148,0.00002549557,0.00002782125,0.007398729,0.00001055519,0.0007688118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01926354,"threshold_uncertainty_score":0.1397674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292472589827519,"score_gpt":0.3037304585353059,"score_spread":0.2708057326370307,"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."}}