{"id":"W1803413773","doi":"10.1002/art.38172","title":"Recommendations for Screening and Detection of Connective Tissue Disease–Associated Pulmonary Arterial Hypertension","year":2013,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; National Heart, Lung, and Blood Institute; Scleroderma Foundation; Gilead Sciences; Scleroderma Research Foundation; United Therapeutics Corporation; Pulmonary Hypertension Association","keywords":"Medicine; Transthoracic echocardiogram; Connective tissue disease; Scleroderma (fungus); Pulmonary hypertension; Mixed connective tissue disease; Internal medicine; Cardiology; Intensive care medicine; Disease; Pathology; Autoimmune disease","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":[0.0001046706,0.0001335552,0.0003193958,0.0001215423,0.0002089709,0.00002269849,0.00003236732,0.00006950416,0.0001913733],"category_scores_gemma":[0.0003859499,0.0001221399,0.00006474201,0.000111117,0.00008398966,0.000255397,0.00003732046,0.00007976094,0.00001913506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002636638,"about_ca_system_score_gemma":0.00003486184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005167775,"about_ca_topic_score_gemma":0.00004312738,"domain_scores_codex":[0.998966,0.00006530347,0.0002826046,0.000255782,0.0001841528,0.0002461655],"domain_scores_gemma":[0.9989516,0.0002328722,0.00009941359,0.000159707,0.0002944768,0.0002619411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003653408,0.0005885039,0.004609,0.0000520607,0.0001918638,0.0001141864,0.00006680029,6.267972e-7,0.08471756,0.00007520572,0.001454933,0.9077639],"study_design_scores_gemma":[0.01057841,0.00186615,0.9556233,0.002752504,0.000162935,0.0006704429,0.0005161398,0.01133064,0.008977341,0.005188061,0.001964516,0.0003695805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991845,0.002286297,0.001111932,0.002973759,0.0001410472,0.001359601,0.000132692,0.00005740615,0.00009233884],"genre_scores_gemma":[0.9953974,0.002013175,0.001666885,0.0001416396,0.00002775801,0.0002837479,0.0003142264,0.00002281068,0.0001323411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9510143,"threshold_uncertainty_score":0.4980721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839961518292992,"score_gpt":0.2733105411723197,"score_spread":0.2449109259893898,"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."}}