{"id":"W3192855513","doi":"10.1016/j.rmed.2021.106564","title":"The impact of demographic disparities in the presentation of sarcoidosis: A multicenter prospective study","year":2021,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"National Institute of Environmental Health Sciences; Sociedad Española de Neumología y Cirugía Torácica; Science and Technology Commission of Shanghai Municipality; Societat Catalana de Pneumologia; National Science Foundation; Generalitat de Catalunya; U.S. Food and Drug Administration; Fundació Catalana de Pneumologia","keywords":"Medicine; Sarcoidosis; Prospective cohort study; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783161,0.0001424195,0.0004441094,0.0001972381,0.00009282858,0.00001160675,0.0002001228,0.00005306795,0.00005316436],"category_scores_gemma":[0.001330201,0.00006399082,0.0001610638,0.001052529,0.00052108,0.00006151012,0.00005394904,0.0003369571,0.000001222965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006025406,"about_ca_system_score_gemma":0.0002239317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000948888,"about_ca_topic_score_gemma":0.000518995,"domain_scores_codex":[0.9973669,0.0006563611,0.0005868339,0.0002264747,0.0009004597,0.00026294],"domain_scores_gemma":[0.9979088,0.0008436807,0.0001593782,0.0005484766,0.0004697789,0.00006990362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005777434,0.001351872,0.9667257,0.00009968417,0.0002296345,0.00004904116,0.003094946,0.000005571905,0.02603433,0.00009007398,0.0006232421,0.001118176],"study_design_scores_gemma":[0.003803418,0.002276344,0.9767761,0.0002716329,0.0001106745,0.000009899977,0.01136373,0.00007981249,0.005129891,0.00006480825,0.00006180338,0.00005189709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905435,0.006270419,0.000005110855,0.001253239,0.00004299012,0.001200836,0.000005706513,0.000007076289,0.0006711235],"genre_scores_gemma":[0.9993087,0.00021742,0.000006868603,0.0001446248,0.0001354029,0.0001113916,0.000003620346,0.00001292837,0.00005900855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090444,"threshold_uncertainty_score":0.260947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05599540277688724,"score_gpt":0.4036094741021053,"score_spread":0.347614071325218,"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."}}