{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002605613,0.0001940862,0.0003383485,0.0000760957,0.0004218128,0.00009088917,0.0001848993,0.0001109006,0.00031218],"category_scores_gemma":[0.0006377066,0.0001116186,0.0001688581,0.0004273238,0.000148797,0.0001032935,0.0001120989,0.0008252104,0.0001619169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828078,"about_ca_system_score_gemma":0.000711153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002902903,"about_ca_topic_score_gemma":0.00001568628,"domain_scores_codex":[0.9981232,0.0001736055,0.0003665635,0.000314569,0.0005772521,0.0004447862],"domain_scores_gemma":[0.9979427,0.0003857803,0.0001297799,0.0006325084,0.0004662248,0.0004430166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.003489383,0.005428192,0.04797804,0.0001769335,0.002764022,0.4327621,0.0006075706,0.0001845842,0.1785414,0.00004705387,0.2781971,0.04982362],"study_design_scores_gemma":[0.005758609,0.0004060758,0.6324648,0.0007327858,0.0003384294,0.03883483,0.001281676,0.003351723,0.008493935,0.0009766276,0.3071078,0.0002527834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654669,0.008096174,0.00001527398,0.02465256,0.0002483147,0.0001302759,0.0000911385,0.0000387134,0.001260702],"genre_scores_gemma":[0.9788638,0.01336537,0.0004805691,0.002832843,0.001092368,0.000004637734,0.001519896,0.00003582712,0.001804659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5844867,"threshold_uncertainty_score":0.4551674,"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."}}