{"id":"W3010985489","doi":"10.1111/resp.13803","title":"Contemporary Concise Review 2019: Interstitial lung disease","year":2020,"lang":"en","type":"review","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Context (archaeology); Usual interstitial pneumonia; Intensive care medicine; Stage (stratigraphy); Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002487646,0.0007704062,0.004281899,0.0002090895,0.00007853127,0.00002134752,0.0004326853,0.0004633777,0.00104003],"category_scores_gemma":[0.0004943011,0.0006119894,0.002109442,0.0002991766,0.0002900668,0.00008638802,0.0003157018,0.0009758505,0.001096319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617571,"about_ca_system_score_gemma":0.002448344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001890391,"about_ca_topic_score_gemma":2.906229e-7,"domain_scores_codex":[0.9962993,0.0005336774,0.001296674,0.0009896888,0.0003576264,0.0005230747],"domain_scores_gemma":[0.9971233,0.0001839718,0.0005318533,0.0008607982,0.0001223443,0.001177724],"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":[0.002295431,0.0001404312,0.000006034708,0.2208412,0.0005227665,0.007108504,0.000006420131,2.362643e-8,4.746129e-7,0.0002350405,0.4779104,0.2909333],"study_design_scores_gemma":[0.0004403935,0.001220315,0.000003211198,0.1238013,0.005678654,0.0003717865,0.000001362716,0.00002064455,3.02039e-8,0.00001148033,0.8680342,0.0004166304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.394833e-7,0.9862453,0.00004587039,0.003024989,0.0008925747,0.00270601,0.0008579552,0.0001689285,0.006058118],"genre_scores_gemma":[0.00003485511,0.9853804,0.00001626298,0.009196231,0.001738936,0.0003035315,0.001780723,0.0001388275,0.001410252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3901237,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719670358137691,"score_gpt":0.3717446672909617,"score_spread":0.3245479637095848,"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."}}