{"id":"W4318071623","doi":"10.1183/13993003.00957-2022","title":"Idiopathic pulmonary fibrosis: state of the art for 2023","year":2023,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Natural history; Idiopathic pulmonary fibrosis; Intensive care medicine; Context (archaeology); Disease; Lung transplantation; Interstitial lung disease; Lung; Pediatrics; Internal medicine","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":[0.001918457,0.0006320978,0.001600106,0.001992629,0.0004746056,0.002397713,0.0009187712,0.002027254,0.01172634],"category_scores_gemma":[0.004426169,0.0003738591,0.0008904091,0.0021099,0.0005969682,0.003318528,0.001213093,0.003256705,0.006240052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035695,"about_ca_system_score_gemma":0.003266674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582458,"about_ca_topic_score_gemma":0.003351205,"domain_scores_codex":[0.9991283,0.0001816372,0.0002180707,0.00009470982,0.0002871133,0.00009009874],"domain_scores_gemma":[0.9962752,0.001773146,0.000462941,0.00007184526,0.001100866,0.0003160143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008918926,0.00004260814,0.0003467661,0.009058017,0.00005470347,0.0001955408,0.00006485736,0.0001431822,0.0003928967,0.003182073,0.1520074,0.8344228],"study_design_scores_gemma":[0.00001208922,0.00004533879,0.0004599899,0.007488129,0.00007219061,0.0006031735,0.00004974219,0.00006384095,0.00006277678,0.001375891,0.9897504,0.00001641668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009609503,0.9883561,0.0001779539,0.006616165,0.00272976,0.000008152117,0.00007333471,0.00002311087,0.001919379],"genre_scores_gemma":[0.0008291318,0.9886773,0.0004880441,0.004277756,0.00399024,0.00001787834,0.0002456769,0.00001034405,0.001463697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01172634,"threshold_uncertainty_score":0.03922856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461324247961568,"score_gpt":0.268867553791548,"score_spread":0.2442543113119323,"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."}}