{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003921859,0.0002181391,0.0004020295,0.000806101,0.0005258956,0.001270748,0.0004336741,0.0009291773,0.003032724],"category_scores_gemma":[0.01243101,0.0002528271,0.0009547871,0.001324507,0.000322281,0.001241644,0.001564278,0.0008735142,0.0003782877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000550183,"about_ca_system_score_gemma":0.000568889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00530509,"about_ca_topic_score_gemma":0.007224555,"domain_scores_codex":[0.9967769,0.00169784,0.0004033879,0.0003193636,0.0005165825,0.0002859482],"domain_scores_gemma":[0.9855167,0.004891071,0.00650507,0.0003601432,0.001010018,0.001717032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004652262,0.0002466821,0.9923535,0.0001263412,0.0001569208,0.00006836892,0.002276758,0.00004180687,0.00004267606,0.00003493631,0.001119913,0.003066847],"study_design_scores_gemma":[0.00008157137,0.0002069342,0.9956815,0.00004443358,0.00004639166,0.00007357758,0.003067305,0.00007699938,0.000009964826,0.00001823681,0.0006835951,0.000009513764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995701,0.00049855,0.0000319512,0.0006396027,0.00001314884,0.00004444157,0.001715016,0.000002047469,0.001354226],"genre_scores_gemma":[0.9976151,0.0002577589,0.00007412386,0.0003077563,0.00003662887,0.00006778816,0.001358801,0.000002341319,0.0002796536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00530509,"threshold_uncertainty_score":0.02074099,"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."}}