{"id":"W4290058845","doi":"10.1016/j.rmed.2022.106948","title":"Patients' and physicians’ perspectives on the burden and management of asthma: Results from the APPaRENT 2 study","year":2022,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal; University of Toronto","funders":"Mereo BioPharma; Boehringer Ingelheim; Sanofi; Takeda Canada; Teva Pharmaceutical Industries; Novartis; GlaxoSmithKline; AstraZeneca","keywords":"Medicine; Asthma; Asthma management; Family medicine; Intensive care medicine; Bronchodilator Agents; Physical therapy; Internal medicine; Bronchodilator","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005814463,0.0001821178,0.0003152805,0.00006383559,0.0003759073,0.000006966,0.0001620151,0.0000193342,0.00009420497],"category_scores_gemma":[0.0001301102,0.00009077339,0.00004532413,0.0002257233,0.0004099607,0.0000241475,0.0002275852,0.0002469596,0.00000208291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005033184,"about_ca_system_score_gemma":0.00002815394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008871562,"about_ca_topic_score_gemma":0.00000335617,"domain_scores_codex":[0.9979698,0.0003511678,0.0003504723,0.0004106885,0.0007576256,0.0001602186],"domain_scores_gemma":[0.9987643,0.0003640972,0.0001867931,0.000521055,0.00007663853,0.00008716105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0163199,0.008186541,0.1728212,0.0005408707,0.003376029,0.0008099789,0.2786104,0.0002299201,0.001838085,0.005149223,0.1361172,0.3760006],"study_design_scores_gemma":[0.007344995,0.005603867,0.5480838,0.0002682049,0.0003116149,0.000001287432,0.3109792,0.00002605879,0.00003227809,0.00003237237,0.1271846,0.0001316917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864241,0.005173482,0.000002033403,0.005502825,0.000107324,0.0012902,0.00008625238,0.00002169763,0.001392104],"genre_scores_gemma":[0.997444,0.000117199,0.000003762893,0.001689421,0.000499872,0.0001018355,0.00001295611,0.00001859938,0.0001123844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3758689,"threshold_uncertainty_score":0.3701631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220395038485475,"score_gpt":0.275222958483103,"score_spread":0.2530190080982483,"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."}}