{"id":"W2784380785","doi":"10.1016/s2213-2600(18)30020-1","title":"Diagnostic criteria for idiopathic pulmonary fibrosis","year":2018,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Idiopathic pulmonary fibrosis; Medicine; Usual interstitial pneumonia; Honeycombing; Context (archaeology); Interstitial lung disease; Lung biopsy; Pulmonary fibrosis; Biopsy; Lung; Radiology; 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":[0.004165645,0.0009198981,0.001796898,0.001981631,0.003772909,0.002912911,0.001965864,0.05061598,0.007130497],"category_scores_gemma":[0.0424813,0.0008577213,0.00167234,0.0008846333,0.003736327,0.002735038,0.002313992,0.03827003,0.004540158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004214373,"about_ca_system_score_gemma":0.003688902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00514726,"about_ca_topic_score_gemma":0.008664981,"domain_scores_codex":[0.9947002,0.001756629,0.001110857,0.000397627,0.001190915,0.0008438429],"domain_scores_gemma":[0.9815114,0.01150174,0.001196919,0.0005558201,0.003067223,0.002166906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005660245,0.00004372376,0.0026936,0.0001205301,0.00002184459,0.007663962,0.0001955842,0.00005590931,0.0002783428,0.005559068,0.9720852,0.01122573],"study_design_scores_gemma":[0.0007283995,0.0001339997,0.01160997,0.003084036,0.0001396327,0.02485468,0.001150861,0.001500395,0.0004206264,0.03895976,0.9172474,0.0001703505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004604373,0.002608911,0.0001200853,0.9696983,0.02329181,0.00001833314,0.00008237322,0.00001584946,0.003703821],"genre_scores_gemma":[0.01096596,0.002409881,0.0005252394,0.861885,0.1177053,0.00009764348,0.0002145394,0.00002629718,0.006170207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05061598,"threshold_uncertainty_score":0.0305776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06882806261515186,"score_gpt":0.3404793598589701,"score_spread":0.2716512972438183,"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."}}