{"id":"W2109734911","doi":"10.1183/09031936.00003414","title":"Prevalence and prognosis of unclassifiable interstitial lung disease","year":2014,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Medical diagnosis; Lung biopsy; Usual interstitial pneumonia; Population; Disease; Lung; Pulmonary fibrosis; Idiopathic interstitial pneumonia; Multivariate analysis; Biopsy; Internal medicine; Pathology","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":[0.001614054,0.0004347501,0.0009407022,0.0008626555,0.0009840211,0.001240877,0.001247137,0.008152458,0.002330182],"category_scores_gemma":[0.01539994,0.0003593745,0.0003713007,0.0007196722,0.0008710079,0.001825415,0.0004191448,0.006666895,0.001491823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055542,"about_ca_system_score_gemma":0.0007061888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643216,"about_ca_topic_score_gemma":0.002292589,"domain_scores_codex":[0.9987689,0.000449306,0.0002059656,0.0001848002,0.0002500719,0.0001410023],"domain_scores_gemma":[0.994989,0.002445285,0.0004254475,0.0001534481,0.001385723,0.0006010172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002965011,0.0001822639,0.05472087,0.0002602942,0.00008712545,0.04333363,0.000490666,0.0002425954,0.0006137044,0.001372565,0.8594471,0.03895286],"study_design_scores_gemma":[0.0004470211,0.0007524951,0.1086432,0.002701582,0.0003999703,0.3045892,0.002527376,0.007191427,0.001913744,0.01255865,0.5578535,0.0004218296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02130961,0.009082646,0.0003764056,0.9258395,0.0375807,0.0000296957,0.0002360112,0.00006330835,0.00548197],"genre_scores_gemma":[0.2323958,0.00958068,0.0008225377,0.4821505,0.2660158,0.0000762465,0.0002927935,0.00005676489,0.008608866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008152458,"threshold_uncertainty_score":0.008535981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294996670168608,"score_gpt":0.2588707143632886,"score_spread":0.2359207476616025,"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."}}