{"id":"W4382645593","doi":"10.1186/s12890-023-02521-5","title":"Inflammation associated with lung function abnormalities in COVID-19 survivors","year":2023,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Spirometry; Internal medicine; Gastroenterology; Coronavirus disease 2019 (COVID-19); Diffusing capacity; Neutrophil to lymphocyte ratio; Pulmonary function testing; C-reactive protein; Comorbidity; Biomarker; Lung; Inflammation; Lung function; Lymphocyte","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00238191,0.0003376943,0.0006377239,0.0009930359,0.0001431588,0.00001736822,0.0001517908,0.0002185635,0.0003227895],"category_scores_gemma":[0.006349817,0.000255376,0.0000744737,0.001822097,0.0002627126,0.0004171146,0.00006557503,0.0003725663,0.00007979775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187909,"about_ca_system_score_gemma":0.0006568999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188492,"about_ca_topic_score_gemma":0.002441503,"domain_scores_codex":[0.9969801,0.0003756648,0.0006184706,0.0004795339,0.0009846936,0.0005615079],"domain_scores_gemma":[0.9961662,0.002469377,0.000245207,0.0004702201,0.0001410324,0.0005079127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00271007,0.0001137599,0.9818985,0.002186579,0.0001202078,0.002006498,0.00153616,0.001431555,0.001513403,0.0004168608,0.004790506,0.001275851],"study_design_scores_gemma":[0.006604589,0.001060742,0.9698086,0.002071562,0.0002856796,0.0001947987,0.001792264,0.01309455,0.00006638856,0.0006207833,0.004036412,0.0003636803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773728,0.000531745,0.001203409,0.01377647,0.0005427522,0.001612808,0.00001118163,0.0008964043,0.004052409],"genre_scores_gemma":[0.991375,0.0001212516,0.00004548883,0.002141655,0.0006654353,0.0001894527,0.001303687,0.00006466651,0.004093405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400214,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488819828862511,"score_gpt":0.3012844816060445,"score_spread":0.2763962833174194,"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."}}