{"id":"W4416109946","doi":"10.1016/j.cardfail.2025.09.009","title":"The Pulmonary Hypertension Association of Canada: Patient Voices From Bench to Bedside and Beyond","year":2025,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Pulmonary hypertension; Right heart catheterization; Association (psychology); Continuity of care; Hemodynamics; Cardiac catheterization; MEDLINE; Pulmonary arterial pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678324,0.00009222936,0.0003807052,0.00009200287,0.0001212926,0.00001561018,0.00006226269,0.00006188715,0.000005888622],"category_scores_gemma":[0.0005021064,0.00005383182,0.000120639,0.0001672541,0.00001890512,0.00006408275,0.00005456915,0.000198838,7.029557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226184,"about_ca_system_score_gemma":0.0006944535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019874,"about_ca_topic_score_gemma":0.00676766,"domain_scores_codex":[0.9986068,0.0000905913,0.0003296592,0.0001008932,0.0006914347,0.0001806154],"domain_scores_gemma":[0.9983655,0.0004557661,0.0001966072,0.000145038,0.0006448146,0.0001922633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142554,0.0003163623,0.4635755,0.00004965869,0.002671394,0.001436258,0.0001209149,0.00001680302,0.03410399,0.00003414095,0.4362526,0.06027992],"study_design_scores_gemma":[0.0006184321,0.0003802888,0.8306559,0.0002137098,0.0004402705,0.00008299946,0.000860757,0.00004220898,0.00436451,0.000220516,0.1620515,0.00006897842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561548,0.007791115,0.000001410779,0.03450083,0.0003569777,0.000187449,0.00004579822,0.000002219544,0.0009594331],"genre_scores_gemma":[0.9976262,0.0006050483,0.0002749438,0.0008133515,0.00008228409,0.000003090845,0.000007470757,0.000005795708,0.0005817969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670804,"threshold_uncertainty_score":0.9963924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00526942647461614,"score_gpt":0.2274643294815297,"score_spread":0.2221949030069136,"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."}}