{"id":"W3168034008","doi":"10.1016/j.chest.2021.05.052","title":"Results From the United States Chronic Thromboembolic Pulmonary Hypertension Registry","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Actelion Pharmaceuticals; National Institutes of Health; Bayer HealthCare; Bayer Fund; BTG; University of California; Ironwood Pharmaceuticals, Incorporated; University of California, San Diego; EKOS Corporation; Gilead Sciences; Pfizer; Acceleron; United Therapeutics Corporation; AstraZeneca; Bayer Corporation; American Heart Association","keywords":"Medicine; Pulmonary hypertension; Pulmonary embolism; Pulmonary thromboendarterectomy; COPD; Pulmonary artery; Cohort; Internal medicine; Blood pressure; Chronic thromboembolic pulmonary hypertension; Surgery; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00239761,0.0003992177,0.0005797385,0.003118815,0.00043034,0.0009771618,0.0006262434,0.0003715416,0.004344964],"category_scores_gemma":[0.008979902,0.0002248029,0.0005482736,0.004846042,0.0001123501,0.000620755,0.0009334143,0.000514326,0.001549961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007489888,"about_ca_system_score_gemma":0.001783215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178614,"about_ca_topic_score_gemma":0.02334358,"domain_scores_codex":[0.9964281,0.0006365104,0.0009117344,0.0004938527,0.001209522,0.0003202322],"domain_scores_gemma":[0.9914045,0.001488719,0.002465004,0.0006166854,0.003456402,0.0005686012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000436127,0.0001322748,0.8865456,0.0003860976,0.000231902,0.0001079683,0.0001104992,0.0002895104,0.0001451335,0.0003377576,0.09623833,0.01503879],"study_design_scores_gemma":[0.0002219006,0.00008206729,0.9720607,0.0002056236,0.0001564053,0.0002304052,0.000226063,0.0004735432,0.000193568,0.0001371353,0.02599393,0.00001864668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2136153,0.001589571,0.001237591,0.0007723559,0.0001257869,0.0009984729,0.7646617,0.0002274871,0.01677169],"genre_scores_gemma":[0.246228,0.001232449,0.001926405,0.0007639422,0.0001485261,0.002002409,0.7449398,0.00006769892,0.002690704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0178614,"threshold_uncertainty_score":0.03551489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497463804682262,"score_gpt":0.2950194138331487,"score_spread":0.2452730333649225,"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."}}