{"id":"W4412378971","doi":"10.1002/pul2.70130","title":"Pulmonary Hypertension Global Patient Survey: A Call to Action 2025","year":2025,"lang":"en","type":"letter","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Heart Foundation","keywords":"Medicine; Call to action; Pulmonary hypertension; Action (physics); Intensive care medicine; 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":[0.08330745,0.001067591,0.001796645,0.003039258,0.002749559,0.006844841,0.004431493,0.01433894,0.01128622],"category_scores_gemma":[0.2039173,0.001179614,0.001418877,0.004457302,0.001758015,0.005754143,0.007793515,0.01162493,0.00801434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003775616,"about_ca_system_score_gemma":0.0120522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007843897,"about_ca_topic_score_gemma":0.009457923,"domain_scores_codex":[0.9521943,0.02674679,0.006607567,0.001917667,0.009860826,0.002672835],"domain_scores_gemma":[0.7837266,0.1350671,0.01338754,0.00818101,0.04203758,0.01760015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001102808,0.00007728209,0.003907894,0.0004351983,0.00003515827,0.000142334,0.0005736245,0.00006185338,0.00008311314,0.0005397998,0.9745328,0.01950066],"study_design_scores_gemma":[0.0003322306,0.0003514399,0.032934,0.00325725,0.00008526912,0.0002249072,0.002401442,0.0007292534,0.0003435051,0.001694826,0.9574897,0.0001562432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005030131,0.002318229,0.001431143,0.90455,0.06325024,0.0006479684,0.01943218,0.0003651602,0.002975043],"genre_scores_gemma":[0.02708819,0.003361187,0.009826825,0.8490325,0.07483002,0.006198389,0.02188233,0.000465256,0.007315254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08330745,"threshold_uncertainty_score":0.4405772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06376820684673962,"score_gpt":0.3184954039177963,"score_spread":0.2547271970710567,"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."}}