{"id":"W4413912491","doi":"10.1002/pul2.70156","title":"Pulmonary Vascular Compromise Is Associated With Survival in Pediatric Pulmonary Hypertension: A New Computational Model","year":2025,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Proportional hazards model; Asymptomatic; Pulmonary hypertension; Hazard ratio; Cardiology; Internal medicine; Hemodynamics; Retrospective cohort study; Pulmonary artery; Prospective cohort study; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000640357,0.0006772449,0.0007788583,0.0006198812,0.0004147951,0.001373267,0.001222598,0.001014208,0.001742261],"category_scores_gemma":[0.003906981,0.0004634912,0.0009010084,0.0004897796,0.0006563875,0.0004830765,0.0009209978,0.0008681924,0.0001354934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009082616,"about_ca_system_score_gemma":0.001386628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02872708,"about_ca_topic_score_gemma":0.01097808,"domain_scores_codex":[0.9997516,0.00009754575,0.00001398831,0.00004856205,0.00003520718,0.00005312187],"domain_scores_gemma":[0.9979693,0.001388407,0.000280265,0.00007033083,0.0001584632,0.0001331667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001373706,0.0001175036,0.02365003,0.00002120947,0.00007218543,0.0001626165,0.00004005322,0.9719081,0.000239709,0.001140918,0.0005133603,0.001997003],"study_design_scores_gemma":[0.00001596754,0.00002018536,0.001341123,0.000003796154,0.00001118969,0.00002330086,0.00001197952,0.9980257,0.00003470868,0.0004059726,0.0001007938,0.000005411006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420161,0.0003593542,0.05100213,0.001158793,0.00007478086,0.00008644258,0.001417165,0.0001556504,0.003729558],"genre_scores_gemma":[0.9910039,0.0002060768,0.00659,0.0001227653,0.00004165878,0.0001248376,0.0007117892,0.00003349944,0.001165475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872708,"threshold_uncertainty_score":0.05711973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247294762990976,"score_gpt":0.2707222939504725,"score_spread":0.2382493463205628,"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."}}