{"id":"W4403428496","doi":"10.4081/monaldi.2024.3070","title":"The impact of COVID-19 infection on idiopathic pulmonary fibrosis mortality: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Monaldi Archives for Chest Disease","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Idiopathic pulmonary fibrosis; MEDLINE; Confidence interval; Population; Mortality rate; Intensive care medicine; Intensive care unit; Internal medicine; Publication bias; Lung; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0008090234,0.0009504538,0.007542057,0.0005666178,0.0002927207,0.00009393373,0.00030373,0.0001424978,0.00003880411],"category_scores_gemma":[0.001034832,0.0004736446,0.01781765,0.0008270284,0.0003959892,0.00007435514,0.0001690792,0.0004428712,0.00001331998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158531,"about_ca_system_score_gemma":0.001290538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341878,"about_ca_topic_score_gemma":0.00000386984,"domain_scores_codex":[0.9956665,0.0007191253,0.001694841,0.0009492458,0.0005241949,0.0004460702],"domain_scores_gemma":[0.9955155,0.0009840854,0.0008970423,0.001349637,0.00007709195,0.001176663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004778023,0.0002439072,0.00001063369,0.8437049,0.1541172,0.0001070353,0.00002199913,0.000007396352,2.984102e-7,0.0002780511,0.000214302,0.0008164771],"study_design_scores_gemma":[0.00008941063,0.000850827,0.00008735367,0.09090947,0.89719,0.00005480531,0.000005278995,0.0003604838,4.608882e-8,0.0008526936,0.009220628,0.0003790033],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007101233,0.9857391,0.0001222496,0.0005243131,0.00004577183,0.006778004,0.006633588,0.000074988,0.00007488856],"genre_scores_gemma":[0.002250821,0.9909804,0.00001539101,0.0002768612,0.0001154346,0.004384204,0.001188718,0.000109519,0.0006786006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7527955,"threshold_uncertainty_score":0.9997715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09073140201138961,"score_gpt":0.407074913874632,"score_spread":0.3163435118632423,"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."}}