{"id":"W4380874886","doi":"10.1513/annalsats.202301-078oc","title":"Antibiotic Regimen Changes during Cystic Fibrosis Pediatric Pulmonary Exacerbation Treatment","year":2023,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Children's Hospital Association; NIH Clinical Center; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Medicine; Cystic fibrosis; Antibiotics; Regimen; Exacerbation; Bronchiectasis; Internal medicine; Intensive care medicine; Pediatrics; Lung","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":[0.001213974,0.0002519068,0.0005030471,0.0009761629,0.000475056,0.0006616243,0.000413052,0.0004211224,0.001324393],"category_scores_gemma":[0.008095142,0.0002040996,0.0006124101,0.001478751,0.0002934061,0.0005345023,0.0004631997,0.0007788906,0.0001819966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310844,"about_ca_system_score_gemma":0.001078451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516285,"about_ca_topic_score_gemma":0.00539103,"domain_scores_codex":[0.9953758,0.001325169,0.0008827075,0.0009713747,0.001055128,0.0003898777],"domain_scores_gemma":[0.9909243,0.001009199,0.006991491,0.0002074329,0.0004739686,0.0003936391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558865,0.00003379519,0.9938579,0.00006458446,0.00004120603,0.0001516898,0.00006689456,0.0001138563,0.0001125108,0.00002257478,0.000212479,0.005166659],"study_design_scores_gemma":[0.00001256019,0.0001615184,0.9975187,0.00006899369,0.00003097589,0.0008291032,0.0001190358,0.0002720823,0.0002244427,0.0000190281,0.0007377345,0.000005825155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906442,0.003054157,0.0006251701,0.0002967875,0.00004627751,0.000177541,0.003233346,0.00002383314,0.00189867],"genre_scores_gemma":[0.9966015,0.0006686836,0.0006966458,0.0001722066,0.00005168845,0.0001462255,0.001493075,0.000007431054,0.0001626082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00516285,"threshold_uncertainty_score":0.01026565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07250997809118004,"score_gpt":0.3959536430729287,"score_spread":0.3234436649817487,"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."}}