{"id":"W2886737174","doi":"10.1016/j.chest.2018.07.038","title":"Meta-analysis of Gastroesophageal Reflux Disease and Idiopathic Pulmonary Fibrosis","year":2018,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; GERD; Idiopathic pulmonary fibrosis; Internal medicine; Meta-analysis; Interstitial lung disease; Observational study; Cohort study; Disease; Cohort; Gastroenterology; Reflux; Lung","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"],"consensus_categories":[],"category_scores_codex":[0.0009119233,0.0007339403,0.006442197,0.001051882,0.0002123564,0.00009375798,0.0003437612,0.0003330038,0.0008120398],"category_scores_gemma":[0.0001430165,0.0004948618,0.008891716,0.000900419,0.0004127444,0.0001753745,0.0001819222,0.0009172983,0.00002858485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633594,"about_ca_system_score_gemma":0.0008032221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005958771,"about_ca_topic_score_gemma":5.063132e-7,"domain_scores_codex":[0.9960431,0.0003781049,0.001667458,0.0006642868,0.0007384875,0.0005085459],"domain_scores_gemma":[0.9962843,0.0001074156,0.001258198,0.0007589826,0.0003708423,0.001220266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002714569,0.001168323,0.0002459265,0.1332653,0.7663872,0.00671771,0.000118073,0.000002493999,0.0000189994,0.0001089992,0.001637929,0.08761448],"study_design_scores_gemma":[0.0001435118,0.0009613259,0.0003228546,0.0050842,0.8452345,0.001197763,0.00001313129,0.00004448164,7.342615e-7,0.00003435121,0.1466659,0.0002972896],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006233285,0.998175,0.00007301621,0.00009371693,0.0002001948,0.0004200005,0.0006848107,0.00002536346,0.0002655623],"genre_scores_gemma":[0.003652763,0.9934516,0.0004117396,0.00007879054,0.001310168,0.00004598716,0.0002464019,0.00009160664,0.000710957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.145028,"threshold_uncertainty_score":0.9997503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082947109839899,"score_gpt":0.3486470228777318,"score_spread":0.2403523118937419,"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."}}