{"id":"W3146349641","doi":"10.1002/ppul.25409","title":"Bronchodilator responsiveness in cystic fibrosis children treated for pulmonary exacerbations","year":2021,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Cystic fibrosis; Spirometry; Bronchodilator; Pulmonary function testing; Internal medicine; Vital capacity; Lung function; Respiratory disease; Lung; Gastroenterology; Asthma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002574826,0.000220616,0.0005243172,0.0005541855,0.0001067853,0.00002169003,0.0001568625,0.0002223797,0.0002378945],"category_scores_gemma":[0.003005606,0.0002225334,0.0001408789,0.001210964,0.0000920605,0.0001254594,0.0001094566,0.0002907562,0.00007017324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452473,"about_ca_system_score_gemma":0.0006293075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009341026,"about_ca_topic_score_gemma":0.00004115109,"domain_scores_codex":[0.9977827,0.0002044698,0.0004791243,0.0006379542,0.0002301595,0.0006655828],"domain_scores_gemma":[0.9976471,0.001261807,0.00009447619,0.0004882019,0.000298826,0.0002095786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002008795,0.0005980616,0.9727773,0.0002009316,0.0000547625,0.0003759072,0.00003966157,0.00009232431,0.01460349,0.000207133,0.001340873,0.00770078],"study_design_scores_gemma":[0.002175336,0.0004437533,0.9875742,0.00003455113,0.0001791784,0.0005442942,0.00005069575,0.0006273724,0.002971098,0.001217349,0.003934646,0.0002475503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883474,0.007349638,0.0009534546,0.001455981,0.0001434937,0.001065858,0.0002012455,0.0001020378,0.0003809039],"genre_scores_gemma":[0.9861892,0.0009499982,0.009268194,0.0001248112,0.000532322,0.000805679,0.0005971194,0.00005255984,0.001480075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479689,"threshold_uncertainty_score":0.9074647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426850664112101,"score_gpt":0.2977301941417218,"score_spread":0.2834616875006008,"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."}}