{"id":"W3142087289","doi":"10.1513/annalsats.202009-1134oc","title":"Hospitalizations in Sarcoidosis: A Cohort Study of a Universal Healthcare Population","year":2021,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University Health Network; University of Toronto; Mount Sinai Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sarcoidosis; Poisson regression; Cohort; Health care; Logistic regression; Rate ratio; Population; Cohort study; Internal medicine; Pediatrics; Confidence interval; Emergency medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007822993,0.0003773588,0.000413063,0.001038395,0.001303569,0.0009917615,0.0008589645,0.0004336883,0.001127879],"category_scores_gemma":[0.001908969,0.0004258383,0.000641413,0.002489429,0.0006899143,0.0007319085,0.0008735745,0.0006076504,0.0001497084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00449517,"about_ca_system_score_gemma":0.005218326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7102866,"about_ca_topic_score_gemma":0.7264097,"domain_scores_codex":[0.9988977,0.0001218659,0.00009367152,0.0002906388,0.0002360102,0.0003600446],"domain_scores_gemma":[0.9982985,0.00008470864,0.0005986355,0.0002070723,0.0003627227,0.0004484109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002714956,0.00001501605,0.9990657,0.000007783004,0.00003459567,0.00004028459,0.0001354243,0.00001696301,0.00004580743,0.00001836947,0.0001516003,0.0004413541],"study_design_scores_gemma":[0.0000064934,0.0000213782,0.9992096,0.00001313266,0.00002202126,0.00007493681,0.0002842075,0.00009910336,0.0000188319,0.00001406812,0.0002327571,0.000003425575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965692,0.0002803578,0.0001431039,0.0001037882,0.000008761418,0.00006118547,0.002356854,0.000005990218,0.0004707856],"genre_scores_gemma":[0.998221,0.000183471,0.0001388896,0.00007092791,0.000009744012,0.00003516612,0.001177698,0.000002611085,0.0001605117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7102866,"threshold_uncertainty_score":0.5828393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09812045792033972,"score_gpt":0.4402026338973185,"score_spread":0.3420821759769788,"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."}}