{"id":"W3212555156","doi":"10.3389/fmed.2021.751181","title":"Variability in Global Prevalence of Interstitial Lung Disease","year":2021,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Hypersensitivity pneumonitis; Interstitial lung disease; Medicine; Epidemiology; Incidence (geometry); Idiopathic pulmonary fibrosis; Population; Demography; Disease; Geographic variation; Environmental health; Pathology; Lung; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004189332,0.0001780085,0.0006740787,0.001727054,0.0001541379,0.0008246904,0.0004834007,0.0002581491,0.002145245],"category_scores_gemma":[0.009999767,0.0001279651,0.0005571837,0.002333593,0.0004754467,0.0008249957,0.0007777283,0.0004301233,0.0003634185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983123,"about_ca_system_score_gemma":0.0002729797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076892,"about_ca_topic_score_gemma":0.003582618,"domain_scores_codex":[0.9972271,0.001025574,0.0003677797,0.000873963,0.0003534725,0.0001520817],"domain_scores_gemma":[0.994591,0.002087647,0.001086033,0.0007538333,0.001205065,0.0002764217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001206283,0.00000859256,0.9618962,0.0003943521,0.0006208499,0.0001497674,0.0008181637,0.0003624591,0.0004981813,0.0008139993,0.0032184,0.03109852],"study_design_scores_gemma":[0.000004410613,0.00003334096,0.9921313,0.0001467458,0.00008919107,0.000659488,0.0005143235,0.0002829201,0.000105181,0.0007139183,0.00530182,0.0000172812],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9235716,0.03264615,0.008131274,0.003101123,0.0002935272,0.00006746395,0.01510227,0.0002323613,0.01685429],"genre_scores_gemma":[0.9888919,0.004070033,0.001335348,0.0003492738,0.0001025722,0.00003954663,0.004825917,0.00004164126,0.000343793],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004189332,"threshold_uncertainty_score":0.02215552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814504792476676,"score_gpt":0.3365900118109497,"score_spread":0.318444963886183,"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."}}