{"id":"W2336879142","doi":"10.1186/s12931-016-0360-5","title":"Longitudinal stability of asthma characteristics and biomarkers from the Airways Disease Endotyping for Personalized Therapeutics (ADEPT) study","year":2016,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Institute of Environmental Health Sciences; National Institute for Health and Care Research","keywords":"Exhaled nitric oxide; Medicine; Asthma; Spirometry; Bronchodilator; Sputum; Internal medicine; Biomarker; Cohort; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004190309,0.0003110512,0.0004679436,0.000631643,0.0005217529,0.0008857695,0.000398896,0.0005318865,0.0008766243],"category_scores_gemma":[0.005726415,0.0001630289,0.0004965786,0.0006382789,0.0002065554,0.0005667228,0.0008513124,0.0008375759,0.0003061027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003342279,"about_ca_system_score_gemma":0.000377664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812108,"about_ca_topic_score_gemma":0.001380364,"domain_scores_codex":[0.9986115,0.0005427976,0.0001353507,0.0003341965,0.0002461322,0.0001300123],"domain_scores_gemma":[0.9936669,0.001138938,0.001992533,0.001190007,0.00132385,0.0006877902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017568,0.00008223356,0.9893566,0.00002198724,0.000218411,0.00006334803,0.00013093,0.0001069672,0.0009866287,0.00004144217,0.0003761186,0.007597859],"study_design_scores_gemma":[0.00003024116,0.0006215996,0.997468,0.00001207297,0.0001429641,0.0002063396,0.00006868734,0.0003547599,0.0002699448,0.00006456377,0.000753601,0.000007141533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945985,0.001030083,0.001380763,0.0001543978,0.00002351212,0.00007011247,0.0016129,0.00002677783,0.001103009],"genre_scores_gemma":[0.9971645,0.0001162411,0.0003997372,0.00007942804,0.00003127279,0.00004476912,0.001856823,0.000007017804,0.0003002066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004190309,"threshold_uncertainty_score":0.02216077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171999288498898,"score_gpt":0.3988011709284726,"score_spread":0.2268018824295746,"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."}}