{"id":"W3165680985","doi":"10.1513/annalsats.202102-216oc","title":"Travel Distance to Subspecialty Clinic and Outcomes in Patients with Fibrotic Interstitial Lung Disease","year":2021,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Paul's Hospital; Centre for Advancing Health Outcomes; Hospital for Sick Children; University of Saskatchewan; University of Manitoba; University of British Columbia; Public Health Ontario; SickKids Foundation; University of Toronto; McMaster University; McGill University; Institute for Clinical Evaluative Sciences; Centre Hospitalier de l’Université de Montréal","funders":"University of Calgary","keywords":"Interstitial lung disease; Subspecialty; Referral; Cohort; Confidence interval; Lung transplantation; Idiopathic pulmonary fibrosis; Cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005372874,0.0002124631,0.0003095421,0.0005228913,0.0004148036,0.0006178872,0.0004849443,0.0004616958,0.00332197],"category_scores_gemma":[0.003061952,0.0001640803,0.0005764933,0.000980999,0.0003066893,0.000529458,0.0006551669,0.00110733,0.0002305533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763827,"about_ca_system_score_gemma":0.0003457297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006334716,"about_ca_topic_score_gemma":0.006349996,"domain_scores_codex":[0.9995037,0.000166763,0.00005465119,0.0001155581,0.00007308842,0.00008620614],"domain_scores_gemma":[0.996822,0.0005271892,0.001687685,0.000126057,0.0001963616,0.0006408633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130315,0.0000280271,0.9987185,0.00001552943,0.00005919473,0.00005727504,0.0000273533,0.00009063244,0.00004392795,0.00001664708,0.0001354282,0.0006942883],"study_design_scores_gemma":[0.00001471738,0.00009153612,0.9985874,0.00001394818,0.00003730978,0.0002771878,0.0001836506,0.0005456616,0.00002830115,0.00006417329,0.0001503946,0.00000571163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985504,0.0004311312,0.00009094174,0.0001803109,0.00001202867,0.000004068926,0.0003695413,0.00000337877,0.0003583482],"genre_scores_gemma":[0.9994358,0.00007930857,0.00004834983,0.00003022912,0.00002312821,0.000004309879,0.0002962586,0.000001177155,0.0000815064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006334716,"threshold_uncertainty_score":0.01259571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870608665069688,"score_gpt":0.3543036456844077,"score_spread":0.3255975590337108,"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."}}