{"id":"W7117108160","doi":"10.1016/j.jacadv.2025.102507","title":"Prognostic Value of CMR-Derived Left Ventricular Filling Pressure in Broad Referral Populations","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Ventricular filling; Referral; Value (mathematics); Heart failure; Blood pressure; Tertiary referral centre","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001082067,0.00009982006,0.0003015205,0.0001879712,0.00004562157,0.000006415676,0.00004861575,0.00007075528,0.0000614551],"category_scores_gemma":[0.0003055141,0.00008065055,0.0001824323,0.0003161289,0.00003575576,0.0000985791,0.00002311247,0.0001436318,0.000003950818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024668,"about_ca_system_score_gemma":0.00005523879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000785532,"about_ca_topic_score_gemma":0.00004114002,"domain_scores_codex":[0.9991609,0.0000505111,0.0002623258,0.0001923161,0.0001925496,0.0001413933],"domain_scores_gemma":[0.9995617,0.00005052337,0.00006341633,0.0002096309,0.00007533813,0.00003938746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009317792,0.0001343202,0.9752598,0.0002673448,0.0001753549,0.00002809094,0.0001448223,0.01315909,0.0008410364,0.0005437503,0.0001863866,0.009166826],"study_design_scores_gemma":[0.001194629,0.00005510008,0.948926,0.000387302,0.0003306099,0.00001731986,0.0002761048,0.001270868,0.002315045,0.0005065384,0.0446184,0.0001020388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755084,0.01721393,0.003955186,0.0003135144,0.0007166134,0.0005876278,0.000009498411,0.00006592894,0.001629338],"genre_scores_gemma":[0.9972335,0.0003845798,0.001244149,0.00006194862,0.00005581942,0.00001267592,0.00003674518,0.00000832941,0.000962242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443201,"threshold_uncertainty_score":0.3288834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873735228702685,"score_gpt":0.3015325966773398,"score_spread":0.2827952443903129,"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."}}