{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005204611,0.0001229835,0.0005843705,0.0001456692,0.00001259611,0.000002703891,0.00005293361,0.0001005925,0.0002609951],"category_scores_gemma":[0.002332824,0.00009072702,0.00007098903,0.0002135223,0.00004051923,0.00004853045,0.0000243995,0.0002993591,0.00004167714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467445,"about_ca_system_score_gemma":0.001813858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6461425,"about_ca_topic_score_gemma":0.9323056,"domain_scores_codex":[0.9984337,0.0003926709,0.0004584984,0.0002896205,0.00006588842,0.0003596084],"domain_scores_gemma":[0.9976956,0.001928625,0.00003316207,0.000178926,0.00001565587,0.0001480026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001954515,0.00002772964,0.9613802,0.00007137175,0.00002164501,0.002293128,0.00003124733,0.0005937965,0.0000335835,0.0005809714,0.02408341,0.01068749],"study_design_scores_gemma":[0.001271952,0.00008598409,0.864754,0.0001813928,0.00001134906,0.00008295718,0.000107418,0.004249568,0.000004017716,0.000409209,0.12873,0.0001121722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868344,0.006234536,0.00003184439,0.005341291,0.0004411246,0.0002347686,0.0000169693,0.00003092592,0.0008341508],"genre_scores_gemma":[0.9915016,0.00006053443,0.0001010344,0.007293221,0.0001553048,0.00002732213,0.00001642734,0.00001404084,0.0008305167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2861631,"threshold_uncertainty_score":0.369974,"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."}}