{"id":"W4408225026","doi":"10.1016/j.cjca.2025.03.002","title":"Refining Prognostication and Therapeutic Guidance Through Advances in Right Heart Imaging Approaches","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"NHLBI Division of Intramural Research; U.S. Department of Defense; Scleroderma Foundation; National Heart, Lung, and Blood Institute; National Scleroderma Foundation; National Institutes of Health","keywords":"Medicine; Refining (metallurgy); Medical physics; Intensive care medicine; Right heart; Internal 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":[0.002813172,0.0009968414,0.002577959,0.002689224,0.0003325263,0.00209402,0.001235174,0.001741207,0.004350326],"category_scores_gemma":[0.006857595,0.0003269506,0.001258017,0.001526408,0.0008363808,0.001594084,0.0007265357,0.003140188,0.00153496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173803,"about_ca_system_score_gemma":0.003366913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915973,"about_ca_topic_score_gemma":0.007455243,"domain_scores_codex":[0.9991851,0.0001904583,0.0001335324,0.0001569127,0.0002785665,0.00005533838],"domain_scores_gemma":[0.9950857,0.003340924,0.0003474273,0.00007780948,0.001028113,0.00012005],"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":[0.00009516125,0.00007878408,0.0007548687,0.01304965,0.0002952773,0.0001342749,0.00004661894,0.0005185473,0.0007382374,0.004799889,0.0212115,0.9582772],"study_design_scores_gemma":[0.0001615633,0.0002787759,0.006129681,0.03099092,0.001873948,0.001988559,0.0002123138,0.001102038,0.001221228,0.01264932,0.9432627,0.0001289914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001052564,0.9968875,0.0005843188,0.001213172,0.0002964445,0.000006944785,0.00003196573,0.00001359076,0.0008608056],"genre_scores_gemma":[0.001993202,0.9941366,0.001482242,0.001022245,0.00092722,0.00001140268,0.00006198287,0.000004887197,0.0003602426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004350326,"threshold_uncertainty_score":0.01487768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07923442210092717,"score_gpt":0.3567595334529679,"score_spread":0.2775251113520407,"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."}}