{"id":"W4387934125","doi":"10.1016/j.jcjd.2023.10.090","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 Diabetes","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Medicine; Pulmonary hypertension; Cardiology; Right heart catheterization; Internal medicine; Hemodynamics; Disease; Intensive care medicine","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":[0.002416747,0.0006548629,0.0008860459,0.001533622,0.0004651991,0.00150377,0.000532344,0.0009233482,0.0009224481],"category_scores_gemma":[0.009450192,0.0002391714,0.0009400169,0.00116324,0.0003930591,0.001119283,0.0006683493,0.001015186,0.0002272478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005207386,"about_ca_system_score_gemma":0.000645254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369491,"about_ca_topic_score_gemma":0.009878904,"domain_scores_codex":[0.9989616,0.0003652488,0.0001706498,0.0001037906,0.0002485975,0.0001500739],"domain_scores_gemma":[0.9954571,0.001866112,0.001084725,0.0001425726,0.0007291595,0.0007203398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003829352,0.00005840727,0.9974337,0.00001312511,0.00007081516,0.00005412841,0.0000433309,0.00004026361,0.00004091925,0.00001627346,0.00007350021,0.001772707],"study_design_scores_gemma":[0.00004529872,0.0005578514,0.9973476,0.00003028914,0.0001741069,0.0002598792,0.0003959069,0.0007358416,0.0001007725,0.00007656414,0.0002646986,0.0000111656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964151,0.001154067,0.0001035438,0.0002070893,0.00003777185,0.00002362909,0.0002491754,0.000004258693,0.001805325],"genre_scores_gemma":[0.9988723,0.0003278482,0.0002060651,0.00006937036,0.00006956002,0.00001229409,0.0002536397,0.000001656819,0.0001871664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005369491,"threshold_uncertainty_score":0.01278114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899440168948241,"score_gpt":0.2489840517237231,"score_spread":0.2099896500342407,"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."}}