{"id":"W4392376440","doi":"10.1111/resp.14695","title":"Impact of surgical lung biopsy on lung function and survival in patients with idiopathic pulmonary fibrosis in a multi‐centre registry cohort","year":2024,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of British Columbia; Hospital for Sick Children; St. Paul's Hospital; McMaster University; SickKids Foundation; University of Toronto; McGill University; University of Calgary; Université de Montréal; University of Saskatchewan","funders":"Veracyte; University of Toronto; Canadian Pulmonary Fibrosis Foundation; CSL Behring; F. Hoffmann-La Roche; AstraZeneca; United Therapeutics Corporation; Pulmonary Fibrosis Foundation; Boehringer Ingelheim","keywords":"Medicine; DLCO; Lung transplantation; Idiopathic pulmonary fibrosis; Vital capacity; Pulmonary function testing; Lung; Internal medicine; Proportional hazards model; Cohort; Pulmonary fibrosis; Lung biopsy; Surgery; Diffusing capacity; Lung function","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002103595,0.0002548101,0.0004117961,0.0006708017,0.0004903909,0.0007737619,0.0005694944,0.0004109858,0.001083026],"category_scores_gemma":[0.005158143,0.0002276612,0.0006675196,0.0008581607,0.0003816017,0.000481607,0.0007231137,0.0006241032,0.0001388062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828581,"about_ca_system_score_gemma":0.00105005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02230881,"about_ca_topic_score_gemma":0.02418674,"domain_scores_codex":[0.9983347,0.0005805592,0.0001303694,0.0003722908,0.0003185452,0.0002635458],"domain_scores_gemma":[0.9951786,0.0008776466,0.002389374,0.0004297392,0.0004274011,0.00069719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000812147,0.0000119508,0.9993888,0.000002591364,0.00003179549,0.00003299911,0.00001745614,0.00002211692,0.00004544328,0.000004683841,0.00004056928,0.000320213],"study_design_scores_gemma":[0.000006280472,0.00007052901,0.9993786,0.000003037635,0.00002499616,0.0001806502,0.00007956531,0.0001832163,0.00002250454,0.000005198032,0.00004300872,0.000002509068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993945,0.0001182757,0.00003876612,0.00005054826,0.000003116908,0.000004247727,0.0002637094,0.000003015953,0.0001237675],"genre_scores_gemma":[0.9996112,0.00003964474,0.00003494755,0.0000124874,0.000005320772,0.000004201485,0.0002667587,0.000001063185,0.00002433929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02230881,"threshold_uncertainty_score":0.0443579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006890164627213427,"score_gpt":0.2659675896662423,"score_spread":0.2590774250390289,"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."}}