{"id":"W4385269694","doi":"10.1136/thorax-2023-220250","title":"Pirfenidone in fibrotic hypersensitivity pneumonitis: is it ready for prime time?","year":2023,"lang":"en","type":"letter","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Hypersensitivity pneumonitis; Pirfenidone; Pulmonary fibrosis; Fibrosis; Lung; Pathology; Dermatology; Idiopathic pulmonary fibrosis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003082471,0.0004989622,0.001059349,0.0003574241,0.0000870734,0.00004535861,0.0001780736,0.0009025747,0.0002446144],"category_scores_gemma":[0.0001421097,0.0004897647,0.0004741137,0.0002821668,0.0001223813,0.00009161169,0.0001050011,0.001236488,0.002142748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910747,"about_ca_system_score_gemma":0.0003024625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760845,"about_ca_topic_score_gemma":0.000007349759,"domain_scores_codex":[0.997309,0.0001271953,0.0005282032,0.000778109,0.0004870786,0.0007704005],"domain_scores_gemma":[0.9985102,0.0002998253,0.0001701408,0.0006881956,0.0001818685,0.0001497141],"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":[0.001376751,0.00009599514,0.00002802814,0.001489657,0.0001280112,0.00366946,0.0001362543,5.894984e-7,0.002555282,0.000007226786,0.9892002,0.001312498],"study_design_scores_gemma":[0.001884732,0.004437652,0.001329558,0.006198686,0.001349068,0.000495481,0.0001311046,0.001633209,0.0006407553,0.0003919395,0.9802569,0.00125097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006170219,0.0004804152,0.00005757169,0.9713656,0.001245551,0.00322186,0.003723614,0.0003955235,0.01333964],"genre_scores_gemma":[0.03924559,0.0002383609,0.000574425,0.7653603,0.01303895,0.0005055502,0.008121558,0.0005562696,0.172359],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2060053,"threshold_uncertainty_score":0.9997554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0638667596868898,"score_gpt":0.3315758843509533,"score_spread":0.2677091246640635,"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."}}