{"id":"W3029737810","doi":"10.1016/j.jcf.2020.04.016","title":"Circulating CRP and calprotectin to diagnose CF pulmonary exacerbations","year":2020,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"British Columbia Lung Association","keywords":"Calprotectin; Medicine; Cystic fibrosis; Internal medicine; Youden's J statistic; Gastroenterology; Area under the curve; C-reactive protein; Inflammation; Receiver operating characteristic","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":[0.000347616,0.0001548617,0.0004405558,0.0001824253,0.0001134057,0.000060637,0.0001210337,0.00006739032,0.0001689249],"category_scores_gemma":[0.00709223,0.0001291991,0.0001200757,0.0004994787,0.00007049275,0.0002087844,0.00009486065,0.000441106,0.00002435841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009677546,"about_ca_system_score_gemma":0.0001634881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002427885,"about_ca_topic_score_gemma":0.000001986473,"domain_scores_codex":[0.9981461,0.0000766155,0.0005760954,0.0002113263,0.0007011233,0.0002887245],"domain_scores_gemma":[0.9978048,0.0007031499,0.0002028956,0.0001516573,0.0003509449,0.0007865418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001561474,0.0001645139,0.01547232,0.0007202735,0.0001346406,0.001054536,0.001352817,0.0008472506,0.9247841,0.00006091189,0.004068796,0.04977842],"study_design_scores_gemma":[0.008784866,0.01874841,0.7476773,0.006738335,0.001184074,0.01323925,0.004401339,0.02786208,0.07161517,0.002230742,0.09601447,0.001503926],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590072,0.002308134,0.023094,0.01433585,0.000130168,0.0005688042,0.00002274084,0.00003836406,0.0004947173],"genre_scores_gemma":[0.9388419,0.00003663557,0.05999884,0.0005558123,0.0004659003,0.00001315471,0.000002015504,0.00002763833,0.00005810145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8531688,"threshold_uncertainty_score":0.8490573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400156365352284,"score_gpt":0.3022195603947284,"score_spread":0.2782179967412056,"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."}}