{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004205836,0.0001103247,0.0001761649,0.00005918838,0.0002380795,0.00005053313,0.00004888538,0.00004312849,0.0006306411],"category_scores_gemma":[0.000214266,0.00007404631,0.0000435138,0.0002491079,0.00003557405,0.00008497723,0.00002605888,0.00009558498,0.00001076128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002396382,"about_ca_system_score_gemma":0.00008816009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.683122e-7,"about_ca_topic_score_gemma":0.000001504238,"domain_scores_codex":[0.9993559,0.00003386585,0.0001894497,0.0001654403,0.0001202446,0.0001350957],"domain_scores_gemma":[0.999338,0.00002882154,0.00009416872,0.00004586628,0.0001728175,0.0003203741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001455713,0.0007241858,0.7872154,0.0001698028,0.001764639,0.0003030269,0.003005433,0.0002888812,0.01526434,0.002909038,0.05940075,0.1274988],"study_design_scores_gemma":[0.00894715,0.002507075,0.5767438,0.0002712087,0.0001797531,0.0008452149,0.001182679,0.0002328496,0.002483775,0.0004365768,0.4056539,0.000516073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750195,0.002014951,0.006890424,0.01384504,0.0002369641,0.0004582086,0.00002060361,0.0001449418,0.001369323],"genre_scores_gemma":[0.9944643,0.0003140646,0.001525439,0.001921447,0.0007920912,0.000002970041,0.00003846075,0.00002089861,0.0009203061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462531,"threshold_uncertainty_score":0.6905078,"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."}}