{"id":"W2770834065","doi":"10.3899/jrheum.170307","title":"All-cause Healthcare Costs and Mortality in Patients with Systemic Sclerosis with Lung Involvement","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic disease; Intensive care medicine; Health care; Lung; Scleroderma (fungus); Immunopathology; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005180879,0.000132027,0.0005248022,0.00008581823,0.0001452179,0.00002371526,0.0001729138,0.00008450067,0.000005843403],"category_scores_gemma":[0.00006405405,0.00006182513,0.00003311887,0.00004469057,0.0001913749,0.0001025382,0.00004499471,0.0002445475,0.000001240416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250675,"about_ca_system_score_gemma":0.0001329926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289944,"about_ca_topic_score_gemma":0.000370548,"domain_scores_codex":[0.9987107,0.0001709112,0.0004923317,0.0001119344,0.0003121176,0.0002020197],"domain_scores_gemma":[0.9982661,0.00007682832,0.0008596016,0.0004017864,0.0002282118,0.0001674649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001167801,0.0001219793,0.9968001,0.0002457072,0.0006164093,0.00001405868,0.0004923636,0.000005544773,0.00003353678,0.00005004154,0.0001619714,0.0002905338],"study_design_scores_gemma":[0.005900233,0.0005735711,0.9807837,0.01025432,0.0004705913,0.00104128,0.0008556427,0.00002468845,0.00001589589,0.000005591147,0.000002288521,0.00007219703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943403,0.003963054,0.000008391607,0.001132709,0.0001377438,0.0003841741,0.000004308801,0.000005678729,0.00002364016],"genre_scores_gemma":[0.9952138,0.00458937,0.00002012034,0.0001443627,0.000006782581,0.00000456654,0.000002182113,0.00001411582,0.00000471469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601635,"threshold_uncertainty_score":0.2521155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787108517300301,"score_gpt":0.2883232917819301,"score_spread":0.2504522066089271,"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."}}