{"id":"W1966915940","doi":"10.1016/j.jcf.2013.11.006","title":"The impact of switching to the new global lung function initiative equations on spirometry results in the UK CF Registry","year":2013,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Spirometry; Lung function; Medicine; Gold standard (test); Lung disease; Generalized estimating equation; Lung; Internal medicine; Statistics; Mathematics","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":[0.00113605,0.0001515801,0.0002651327,0.0001578307,0.0001871255,0.00009376203,0.000384221,0.00006330356,0.0001031733],"category_scores_gemma":[0.004346331,0.00006675273,0.0002673418,0.0009277683,0.00008025242,0.0001629109,0.00006220759,0.0005611452,0.00002703108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851879,"about_ca_system_score_gemma":0.0008100822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008135478,"about_ca_topic_score_gemma":0.00004205943,"domain_scores_codex":[0.9976845,0.0002880692,0.0006581818,0.0001462113,0.0009252235,0.000297856],"domain_scores_gemma":[0.996477,0.001978652,0.0004763648,0.0004793485,0.0003808527,0.0002077512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04441452,0.00222039,0.1692829,0.0007081878,0.003335641,0.0003343171,0.01288444,0.02576587,0.03320434,0.004476687,0.5000467,0.203326],"study_design_scores_gemma":[0.001512623,0.001159655,0.9906471,0.0005025598,0.0001336833,0.00009005828,0.002070763,0.001602269,0.00006756114,0.00194402,0.000199785,0.00006994388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744213,0.001086213,0.004730067,0.01584896,0.0002399846,0.0008567856,0.00007151684,0.000005912995,0.002739291],"genre_scores_gemma":[0.9989586,0.00002378115,0.0002327223,0.0001961369,0.0004670814,0.00001114763,0.000005248575,0.00001077662,0.00009443251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8213642,"threshold_uncertainty_score":0.5203278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382425332413533,"score_gpt":0.3336030964847921,"score_spread":0.3097788431606567,"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."}}