{"id":"W4280496041","doi":"10.1016/j.jcf.2022.05.005","title":"Research letter: The impact of elexacaftor/tezacaftor/ivacaftor on adherence to nebulized maintenance therapies in people with cystic fibrosis","year":2022,"lang":"en","type":"letter","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC; Cystic Fibrosis Canada","keywords":"Ivacaftor; Medicine; Cystic fibrosis; Hypertonic saline; Intensive care medicine; Medical prescription; Pharmacology; Anesthesia; Internal medicine; Cystic fibrosis transmembrane conductance regulator","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":[0.00201952,0.0004492064,0.0009017676,0.0003977042,0.002305467,0.001893621,0.0009012836,0.02463958,0.00701598],"category_scores_gemma":[0.02937609,0.0003175881,0.0007928964,0.0004571006,0.00110698,0.001260732,0.000676212,0.01209958,0.003744869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590012,"about_ca_system_score_gemma":0.003999454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007415267,"about_ca_topic_score_gemma":0.008466637,"domain_scores_codex":[0.9977838,0.0008402037,0.0003135986,0.0002070846,0.0005433526,0.0003120402],"domain_scores_gemma":[0.9893745,0.00601458,0.001173842,0.0002471774,0.001626041,0.001563728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001354265,0.00009710938,0.002856606,0.00006721523,0.00003595515,0.004241136,0.0001608846,0.00006612445,0.0001031159,0.001198134,0.9808547,0.01018352],"study_design_scores_gemma":[0.0009454888,0.0006113378,0.01229478,0.001159032,0.0002555098,0.01373147,0.001846177,0.001598421,0.0005187382,0.007439693,0.9594916,0.0001077438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00142704,0.0005702823,0.00002163358,0.9824354,0.01194144,0.000007802011,0.0001156126,0.0000124835,0.003468275],"genre_scores_gemma":[0.02082098,0.001687746,0.0001596762,0.9134837,0.05139073,0.00004961033,0.0001383887,0.00002819539,0.01224096],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02463958,"threshold_uncertainty_score":0.02604753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060492333368876,"score_gpt":0.3540477070410418,"score_spread":0.323442783707353,"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."}}