{"id":"W2161617192","doi":"10.1016/j.jcmg.2014.12.003","title":"Pulmonary Hypertension in Valvular Disease","year":2015,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Université de Liège","keywords":"Medicine; Pulmonary hypertension; Cardiology; Internal medicine; valvular heart disease; Doppler echocardiography; Cardiac magnetic resonance; Magnetic resonance imaging; Pathophysiology; Radiology; Blood pressure; Diastole","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0007044274,0.0008058809,0.004281308,0.0005579457,0.00007005605,0.00006642658,0.0001851685,0.0001747681,0.00002420691],"category_scores_gemma":[0.0001771201,0.0006589804,0.01894381,0.0006412566,0.0000617543,0.0001599462,0.0002452581,0.0005024432,0.0002955629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007338526,"about_ca_system_score_gemma":0.0008636868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000133923,"about_ca_topic_score_gemma":1.475225e-7,"domain_scores_codex":[0.996004,0.0003766112,0.0006809153,0.001138818,0.001162078,0.0006375994],"domain_scores_gemma":[0.9967491,0.00004781952,0.0001366815,0.002022861,0.0002082297,0.0008353225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003255058,0.0002488363,0.003507285,0.009199383,0.005940639,0.01690765,0.00000596363,0.00001198305,4.960779e-8,0.000003027315,0.0005104486,0.9636322],"study_design_scores_gemma":[0.00132961,0.000009892748,0.005167419,0.01356009,0.04555127,0.001304971,0.00002147802,0.00006691464,4.263534e-8,0.00002761467,0.9323696,0.000591083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005205262,0.9949635,0.00001823757,0.00002589287,0.0005301727,0.001952258,0.0001040124,0.0001298432,0.002224021],"genre_scores_gemma":[0.001385994,0.9958469,0.000074145,0.00008588491,0.0006207449,0.0003101705,0.001315225,0.0002240471,0.000136945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9630411,"threshold_uncertainty_score":0.9995862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567963060291445,"score_gpt":0.3572154125468332,"score_spread":0.3115357819439187,"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."}}