{"id":"W3082573375","doi":"10.1016/j.chest.2020.08.2080","title":"Effectiveness of Proton Pump Inhibitors in Idiopathic Pulmonary Fibrosis","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Internal medicine; Intensive care medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005683829,0.0001802761,0.0004925813,0.000131694,0.00005807741,0.00002131269,0.0001304277,0.0001255669,0.00005681689],"category_scores_gemma":[0.0002171161,0.0001528882,0.0002751097,0.0003391705,0.00009525951,0.0001808293,0.00005743459,0.0005744786,0.00001700679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272165,"about_ca_system_score_gemma":0.0002595897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477893,"about_ca_topic_score_gemma":1.708072e-7,"domain_scores_codex":[0.9984539,0.0001921318,0.0005076221,0.0002324246,0.0003456655,0.0002682387],"domain_scores_gemma":[0.999146,0.00004963933,0.000174399,0.0001333023,0.0001331431,0.00036347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02361001,0.0008854534,0.2033515,0.01642526,0.00009900355,0.002348084,0.0006473354,0.00006658002,0.748776,0.00009891092,0.00009567648,0.003596102],"study_design_scores_gemma":[0.005936223,0.01606728,0.5666878,0.02437973,0.000418323,0.002760258,0.0008653877,0.002352452,0.3760863,0.0006328362,0.003024826,0.0007886729],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947053,0.002108571,0.0001750312,0.001012391,0.0002047009,0.0006891089,0.00001146512,0.00002660529,0.00106685],"genre_scores_gemma":[0.9989609,0.0001592814,0.00009906592,0.0001098841,0.000591356,0.00003232344,0.000007230785,0.00002921995,0.00001072278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3726898,"threshold_uncertainty_score":0.6234601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466894148131409,"score_gpt":0.2544246379638208,"score_spread":0.2397556964825067,"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."}}