{"id":"W2999831485","doi":"10.1513/annalsats.201910-801ps","title":"Pulmonary Pathology Society Perspective on the 2018 American Thoracic Society, European Respiratory Society, Japanese Respiratory Society, and Latin American Thoracic Society Idiopathic Pulmonary Fibrosis Clinical Practice Guidelines","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Hypersensitivity pneumonitis; Interstitial lung disease; Lung; Respiratory system; Pathology; Pulmonary disease; Intensive care medicine; 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":[0.003381473,0.0006639143,0.0009908207,0.002659553,0.0007922884,0.003007551,0.001177942,0.006968308,0.02975949],"category_scores_gemma":[0.01485306,0.0003438668,0.001137465,0.002207548,0.0008174992,0.002179884,0.001132925,0.007273343,0.02071402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451614,"about_ca_system_score_gemma":0.007133681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628694,"about_ca_topic_score_gemma":0.01469758,"domain_scores_codex":[0.9965834,0.0008906565,0.0004919705,0.0001716904,0.001512168,0.0003502333],"domain_scores_gemma":[0.9808218,0.002355105,0.001889358,0.0003476028,0.0126317,0.001954473],"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":[0.000009779104,0.00002197313,0.0002290356,0.0001478003,0.000006873049,0.00007262285,0.0000194516,0.00004828948,0.00008411954,0.001171474,0.9519385,0.04625018],"study_design_scores_gemma":[0.00002412885,0.00001459015,0.001009049,0.001319822,0.00001681927,0.0003216508,0.0000515702,0.00008391772,0.00004840623,0.001317588,0.9957782,0.00001426502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001002839,0.1098849,0.004261483,0.6120034,0.1625572,0.0002874426,0.003500017,0.0006035715,0.1058992],"genre_scores_gemma":[0.01621702,0.2304401,0.0225287,0.3317544,0.2340289,0.0007721056,0.01295069,0.0002960417,0.151012],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02975949,"threshold_uncertainty_score":0.09955543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561000612587589,"score_gpt":0.4419967980453631,"score_spread":0.2858967367866042,"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."}}