{"id":"W3046395779","doi":"10.1016/j.waojou.2020.100441","title":"Beliefs and preferences regarding biological treatments for severe asthma","year":2020,"lang":"en","type":"article","venue":"World Allergy Organization Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Università degli Studi di Genova; Universidade Federal do Paraná; Universiteit Gent; Humanitas Research Hospital; University of Cincinnati; Humanitas University; George Washington University; Université de Lorraine; School of Medicine and Health Sciences, George Washington University; Université Laval; Università degli Studi di Milano","keywords":"Medicine; Pulmonologists; Omalizumab; Asthma; Family medicine; Quality of life (healthcare); Specialty; Intensive care medicine; Internal medicine; Immunology; Immunoglobulin E; Nursing","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":[0.004053562,0.0001214461,0.0001841393,0.0004455942,0.000304796,0.001021016,0.0002329483,0.0006539131,0.001933058],"category_scores_gemma":[0.01375333,0.0001350636,0.0003413181,0.0003831994,0.0007774348,0.0005513694,0.0005082447,0.0008056171,0.0001510124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004024399,"about_ca_system_score_gemma":0.000469055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245889,"about_ca_topic_score_gemma":0.001905884,"domain_scores_codex":[0.997578,0.001423222,0.0002149942,0.000101973,0.0005194861,0.0001623772],"domain_scores_gemma":[0.9844432,0.009020134,0.004889962,0.0002182169,0.0006493125,0.0007791237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003236821,0.0002489234,0.9389878,0.0004171748,0.0001594915,0.0005771883,0.0281504,0.000278936,0.001104969,0.0004132152,0.0008410279,0.02849727],"study_design_scores_gemma":[0.0000482964,0.0006661227,0.9347746,0.0005220873,0.0001028609,0.001489756,0.05688485,0.0007539002,0.0004307198,0.0004385068,0.003846352,0.00004186498],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965842,0.0005875275,0.0001382115,0.0009078467,0.00001164411,0.00001411735,0.00005342679,0.000001691038,0.001701372],"genre_scores_gemma":[0.9992841,0.000294807,0.0000821418,0.0002154408,0.000009285601,0.000004917423,0.00002142249,5.705499e-7,0.00008745984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004053562,"threshold_uncertainty_score":0.02143753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904269713135471,"score_gpt":0.257573868477153,"score_spread":0.2285311713457983,"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."}}