{"id":"W2964878810","doi":"10.1183/13993003.00444-2019","title":"Epidemiology and health outcomes of sarcoidosis in a universal healthcare population: a cohort study","year":2019,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; SickKids Foundation; University Health Network; University of Toronto; Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sarcoidosis; Cohort; Incidence (geometry); Epidemiology; Health care; Cohort study; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007564499,0.0001449865,0.0008236731,0.0004361031,0.00009329525,0.000008974055,0.0001270757,0.00004123514,0.00009889956],"category_scores_gemma":[0.0002755354,0.0001125405,0.0001004708,0.0002591053,0.00006140813,0.00008753208,0.00009520669,0.0006341945,0.00002455853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903597,"about_ca_system_score_gemma":0.0001994683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004012187,"about_ca_topic_score_gemma":0.0001374835,"domain_scores_codex":[0.9957635,0.002307907,0.0008855794,0.0003006813,0.0003647068,0.0003776416],"domain_scores_gemma":[0.998723,0.0001748896,0.0003386277,0.0003042998,0.0001183579,0.0003408301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317599,0.0002883091,0.9942284,0.0000669337,0.00007519534,0.0001140882,0.0003381287,0.000006578653,0.00009720151,0.00007768343,0.0001279585,0.004447795],"study_design_scores_gemma":[0.002540482,0.002092447,0.9939125,0.0001275035,0.00001524624,0.00009977098,0.0007024629,0.00001615854,0.000004951858,0.00001208642,0.0003954002,0.00008105583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935558,0.001565099,0.000005058913,0.00336165,0.00009720364,0.0007214119,0.00000332328,0.00001219852,0.0006782794],"genre_scores_gemma":[0.9973316,0.0001250941,0.0001370334,0.002119957,0.00009475205,0.000001628833,0.000002007476,0.00002596827,0.0001620279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007288963,"threshold_uncertainty_score":0.4589269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149625339299757,"score_gpt":0.4056220541983331,"score_spread":0.2906595202683574,"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."}}