{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021553,0.001317277,0.001282734,0.00260591,0.0004892745,0.001957223,0.0007007602,0.001966767,0.00135555],"category_scores_gemma":[0.006708825,0.0003865274,0.0006983612,0.0007927737,0.00061374,0.0009516812,0.000556686,0.00237842,0.0005611142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006101173,"about_ca_system_score_gemma":0.0006768594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955861,"about_ca_topic_score_gemma":0.003639416,"domain_scores_codex":[0.9985625,0.0003930671,0.0001878518,0.0001827276,0.0004869782,0.0001868259],"domain_scores_gemma":[0.9969878,0.001202229,0.0004553891,0.00009433367,0.0007059402,0.0005543171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002236955,0.0005313327,0.9338646,0.0002638965,0.0003296304,0.002024539,0.0001984195,0.0003900265,0.00937292,0.000249794,0.003132472,0.04740545],"study_design_scores_gemma":[0.0003343378,0.002407748,0.9567288,0.0005939062,0.0005964314,0.008817711,0.001103814,0.01112216,0.01053757,0.001120868,0.006551189,0.00008537852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546462,0.02729685,0.00263882,0.002878121,0.00121733,0.0002376011,0.0006194097,0.0002001718,0.01026545],"genre_scores_gemma":[0.9915975,0.002155801,0.002948045,0.001054173,0.0005581063,0.00007515841,0.0003401357,0.00001308152,0.001258035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00260591,"threshold_uncertainty_score":0.01069111,"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."}}