{"id":"W2096223780","doi":"10.1183/09031936.00072709","title":"Survival in pulmonary arterial hypertension: a reappraisal of the NIH risk stratification equation","year":2009,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":488,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Risk stratification; Stratification (seeds); Pulmonary hypertension; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006918523,0.000444966,0.0005546488,0.0008756074,0.0001879561,0.0006647374,0.0005751819,0.0004599644,0.0004504407],"category_scores_gemma":[0.01670583,0.0001533681,0.000684535,0.0008954479,0.000337761,0.0008742519,0.0006742882,0.00134283,0.0001374867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767505,"about_ca_system_score_gemma":0.0008273547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006544992,"about_ca_topic_score_gemma":0.004837477,"domain_scores_codex":[0.9986238,0.0008061671,0.0001224828,0.0001337746,0.0002586799,0.00005504257],"domain_scores_gemma":[0.9950773,0.00320355,0.0005023232,0.0003613246,0.0007281741,0.0001272621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001641737,0.00003106549,0.9551589,0.00004911122,0.0002075352,0.0000797039,0.0001405497,0.003788217,0.0001339028,0.001594295,0.0009629468,0.03768964],"study_design_scores_gemma":[0.00008538261,0.0004961303,0.8349379,0.0001814785,0.0006634361,0.0007237339,0.0003357464,0.1521351,0.0004301355,0.004973854,0.004984933,0.00005204944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328331,0.009103605,0.04981905,0.004648593,0.0004240396,0.00007633089,0.0006773769,0.0001051992,0.002312729],"genre_scores_gemma":[0.9876239,0.001853263,0.009141949,0.0001599124,0.0003147312,0.00003079803,0.0005566831,0.00001150588,0.0003071105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006918523,"threshold_uncertainty_score":0.03658909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06545984731958573,"score_gpt":0.3012243698944441,"score_spread":0.2357645225748584,"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."}}