{"id":"W4290652231","doi":"10.1177/17534666221117002","title":"Immunomodulatory treatment of interstitial lung disease","year":2022,"lang":"en","type":"review","venue":"Therapeutic Advances in Respiratory Disease","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Azathioprine; Hypersensitivity pneumonitis; Usual interstitial pneumonia; Idiopathic interstitial pneumonia; Cyclophosphamide; Rituximab; Cryptogenic Organizing Pneumonia; Pirfenidone; Pneumocystis pneumonia; Immunology; Pneumonia; Disease; Lung; Internal medicine; Pneumocystis jirovecii; Chemotherapy; Lymphoma","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":[0.0001646836,0.0008133648,0.002297704,0.0005736428,0.0001227654,0.00001724552,0.0003887795,0.0001346223,0.001364591],"category_scores_gemma":[0.00004827652,0.0006800631,0.001702663,0.0004554956,0.0003629621,0.0002323913,0.0001315997,0.0003625155,0.00002251432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147776,"about_ca_system_score_gemma":0.002138934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006785571,"about_ca_topic_score_gemma":0.000001186261,"domain_scores_codex":[0.9962819,0.000476569,0.001247627,0.0008683281,0.0005914615,0.0005341004],"domain_scores_gemma":[0.9972724,0.0001993903,0.0005485776,0.001217649,0.00005068877,0.0007113009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006273353,0.001766607,0.0002455753,0.02548257,0.0003203228,0.001280223,0.00005107582,0.00002452533,7.865686e-7,0.0004050246,0.00001993558,0.96413],"study_design_scores_gemma":[0.001224629,0.001785984,0.0001470412,0.009113079,0.004157137,0.000006797826,0.00004404341,0.0000746875,2.788802e-7,0.0001335869,0.9827628,0.0005499212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007572619,0.9954855,0.00005269317,0.0000130725,0.000757819,0.002119965,0.000968605,0.00007624095,0.0004503721],"genre_scores_gemma":[0.002401827,0.9951895,0.00001138927,0.0002453006,0.0003481163,0.001075679,0.000398182,0.0001513788,0.0001786356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827429,"threshold_uncertainty_score":0.9995651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989031968838481,"score_gpt":0.3863583583207398,"score_spread":0.326468038632355,"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."}}