{"id":"W4387338199","doi":"10.1016/j.cjca.2023.06.092","title":"EVALUATING THE UTILITY OF H2FPEF SCORES IN OLDER PATIENTS WITH SUSPECTED PULMONARY HYPERTENSION AND CARDIOVASCULAR RISK FACTORS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Medicine; Pulmonary hypertension; Cardiology; Internal medicine; Right heart catheterization; Hemodynamics; Disease; Prospective cohort study; Cardiac catheterization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828727,0.0007332437,0.0009263663,0.001476196,0.0004115335,0.001481507,0.0005074438,0.001010758,0.001052717],"category_scores_gemma":[0.008313663,0.0002361813,0.0008121936,0.001005584,0.0003494862,0.001033255,0.0006339677,0.001043578,0.0002891498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669767,"about_ca_system_score_gemma":0.0005761154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00378767,"about_ca_topic_score_gemma":0.007287452,"domain_scores_codex":[0.9991466,0.0002634952,0.0001482587,0.0001005917,0.0002099982,0.0001310975],"domain_scores_gemma":[0.9957283,0.001702358,0.001072092,0.0001154318,0.0006399185,0.0007418931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004823089,0.00006050991,0.9962947,0.00001698643,0.00006542675,0.0001103416,0.00004456189,0.00006884203,0.00007414947,0.00002109355,0.0001156851,0.002645466],"study_design_scores_gemma":[0.00004269323,0.0005395064,0.9964347,0.0000407943,0.0001592758,0.0005170553,0.0003568415,0.001319696,0.0001437505,0.0001102897,0.0003214113,0.00001405312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995514,0.001389534,0.0001665348,0.0002836198,0.00004646355,0.00002653755,0.0003207211,0.000007663798,0.00224488],"genre_scores_gemma":[0.9985847,0.0004003323,0.000303755,0.00009410905,0.00009631331,0.00001414886,0.0002857738,0.00000235079,0.0002185077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00378767,"threshold_uncertainty_score":0.00967139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709101987047865,"score_gpt":0.2853698178831168,"score_spread":0.2382787980126382,"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."}}