{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01394354,0.0002793153,0.0008784676,0.0008202275,0.0009002064,0.002755485,0.001361135,0.002437333,0.004772291],"category_scores_gemma":[0.1203557,0.0004254814,0.001722652,0.002379859,0.0008058797,0.002912515,0.002772548,0.00323756,0.0007191001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919198,"about_ca_system_score_gemma":0.003946134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07085193,"about_ca_topic_score_gemma":0.07298096,"domain_scores_codex":[0.9708307,0.0157315,0.003262529,0.002445318,0.004174877,0.003555105],"domain_scores_gemma":[0.9197854,0.04018016,0.01990547,0.009198887,0.006402101,0.004528103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002100435,0.00021495,0.9649184,0.00009454071,0.0001452309,0.0003296719,0.0006236178,0.0008215884,0.0001750777,0.0005194486,0.008258131,0.02179897],"study_design_scores_gemma":[0.0001144068,0.000333729,0.9953816,0.0001224458,0.0001411734,0.0003173329,0.0007336385,0.001046418,0.0001131664,0.0001627831,0.001508039,0.00002524738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757276,0.001923358,0.0002551439,0.01218716,0.0006171269,0.00005393305,0.004455399,0.00004857918,0.00473163],"genre_scores_gemma":[0.9949636,0.0004115699,0.0002212992,0.001494949,0.0001340294,0.00002846364,0.002232976,0.00001810805,0.0004949224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07085193,"threshold_uncertainty_score":0.140879,"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."}}