{"id":"W4283693053","doi":"10.1136/annrheumdis-2022-eular.4233","title":"AB0719 ECONOMIC BURDEN IN SCLERODERMA | Annals of the Rheumatic Diseases","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cohort; Indirect costs; Health care; Scleroderma (fungus); Interstitial lung disease; Cohort study; Observational study; MEDLINE; Emergency medicine; Intensive care medicine; Internal medicine; Pathology; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007013555,0.0002201909,0.0002636045,0.001842446,0.0004906441,0.001335003,0.0002179349,0.0004657415,0.01195568],"category_scores_gemma":[0.003141404,0.0000889922,0.000275219,0.003460606,0.0001625774,0.0004916623,0.0006076067,0.0007563579,0.001554855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008951426,"about_ca_system_score_gemma":0.001301657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829621,"about_ca_topic_score_gemma":0.01819566,"domain_scores_codex":[0.9988231,0.000483411,0.0001143682,0.0000438055,0.0003296275,0.0002056729],"domain_scores_gemma":[0.9983468,0.0002284308,0.0005070917,0.00003192286,0.0003558352,0.0005299199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120165,0.0002448631,0.7028538,0.0005792325,0.0004882292,0.000794442,0.0002358381,0.000580958,0.0004047657,0.00594897,0.1535449,0.1332038],"study_design_scores_gemma":[0.00007035781,0.00008698998,0.9351161,0.0003622402,0.00009061621,0.0006453213,0.0004335012,0.0004927202,0.00005788916,0.0009348997,0.06169604,0.00001337984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6599252,0.06539003,0.0003441229,0.06409177,0.004220509,0.00007237374,0.05699918,0.00007196375,0.1488848],"genre_scores_gemma":[0.9369171,0.02770952,0.0003879548,0.002462869,0.003917691,0.00006265287,0.01912232,0.00003517724,0.009384618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829621,"threshold_uncertainty_score":0.03999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05458016196159215,"score_gpt":0.3018080189266447,"score_spread":0.2472278569650525,"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."}}