{"id":"W4408105654","doi":"10.1016/j.echo.2025.01.006","title":"Guidelines for the Echocardiographic Assessment of the Right Heart in Adults and Special Considerations in Pulmonary Hypertension: Recommendations from the American Society of Echocardiography","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital; Jewish General Hospital","funders":"Thomas Jefferson University; National Heart, Lung, and Blood Institute; U.S. Department of Defense; National Scleroderma Foundation; Ohio State University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Medicine; Pulmonary hypertension; Cardiology; Internal medicine; Right heart","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":[0.001671499,0.0002959697,0.001438582,0.0003515547,0.0003806002,0.0000237008,0.000501216,0.00007847113,0.000005566232],"category_scores_gemma":[0.0002520745,0.0001416206,0.004615198,0.004340325,0.002529528,0.0001119952,0.0002232023,0.0007239291,5.961795e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006430582,"about_ca_system_score_gemma":0.0004303451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095603,"about_ca_topic_score_gemma":0.0000498147,"domain_scores_codex":[0.9965758,0.0005782116,0.001306744,0.0003333696,0.000861375,0.0003444844],"domain_scores_gemma":[0.9941605,0.002341589,0.001277601,0.0009204322,0.0012017,0.00009814517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003094832,0.0004321215,0.8817554,0.00005016383,0.003371069,0.000006526672,0.0001389234,0.0002513005,0.001660891,0.00002999473,0.1087076,0.003286567],"study_design_scores_gemma":[0.002003615,0.0003569302,0.9831918,0.0008803165,0.0008260472,0.00006313789,0.005594698,0.001355458,0.0002523533,0.001593081,0.003764788,0.000117781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852316,0.005350182,0.000456662,0.1064205,0.0004124956,0.001640676,0.0003427728,0.000009369328,0.0001357713],"genre_scores_gemma":[0.9649229,0.01729004,0.01143737,0.005973418,0.000287594,0.00005099648,0.000008301237,0.00002107272,0.000008328796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049428,"threshold_uncertainty_score":0.9320151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905788486853688,"score_gpt":0.3482022107122988,"score_spread":0.3091443258437619,"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."}}