{"id":"W4406540283","doi":"10.1002/jgm.70008","title":"Idiopathic Pulmonary Fibrosis Is Associated With Type 1 Diabetes: A Two‐Sample Mendelian Randomization Study","year":2025,"lang":"en","type":"article","venue":"The Journal of Gene Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Wuxi Municipal Bureau on Science and Technology","keywords":"Mendelian randomization; Idiopathic pulmonary fibrosis; Medicine; Type 2 diabetes; Pulmonary fibrosis; Diabetes mellitus; Internal medicine; Fibrosis; Genetics; Biology; Lung; Endocrinology; Gene; Genetic variants; Genotype","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":[0.02425643,0.001332214,0.00205571,0.0009776074,0.001083843,0.0009765513,0.001710153,0.001611517,0.004114993],"category_scores_gemma":[0.03631903,0.0006768735,0.003674249,0.001349522,0.00103058,0.0006674324,0.0007199452,0.001282028,0.0003022942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004521962,"about_ca_system_score_gemma":0.0006986544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725537,"about_ca_topic_score_gemma":0.001083937,"domain_scores_codex":[0.9668628,0.02246961,0.001582674,0.00653009,0.001806066,0.0007487737],"domain_scores_gemma":[0.9804044,0.01110249,0.002486294,0.004763651,0.0007495033,0.0004936675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04486447,0.001316945,0.854436,0.001143954,0.03261723,0.004064597,0.0009026579,0.003046248,0.006117683,0.007931875,0.005705677,0.03785254],"study_design_scores_gemma":[0.02394025,0.02152921,0.688991,0.0004924585,0.0664187,0.01510035,0.0008703624,0.1387734,0.004901044,0.0210383,0.01743701,0.0005080482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922742,0.002536546,0.06993223,0.00080078,0.0004456749,0.001070032,0.001336631,0.0002952143,0.0008408686],"genre_scores_gemma":[0.9792256,0.000213006,0.01792541,0.0003729373,0.0001073055,0.0008235009,0.0008120759,0.00006004559,0.0004601026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425643,"threshold_uncertainty_score":0.1282818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271038139677148,"score_gpt":0.2739430134177109,"score_spread":0.2612326320209394,"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."}}