{"id":"W2025224700","doi":"10.1183/09031936.00167713","title":"Exercise oxygen uptake efficiency slope independently predicts poor outcome in pulmonary arterial hypertension","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Pulmonary hypertension; Outcome (game theory); VO2 max; Blood pressure; Mathematics; Heart rate","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":[0.0004394632,0.0003112244,0.0003813624,0.0005781028,0.0003771705,0.0007888757,0.0003279358,0.0008334547,0.001889557],"category_scores_gemma":[0.002649463,0.0002240937,0.0004699834,0.0005617402,0.0002865933,0.0002830556,0.0004378663,0.000838646,0.0004021153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865816,"about_ca_system_score_gemma":0.0003225377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376185,"about_ca_topic_score_gemma":0.002775911,"domain_scores_codex":[0.9997625,0.00006584825,0.000029619,0.00004030062,0.00004525856,0.00005643133],"domain_scores_gemma":[0.9978528,0.0007840541,0.0005770346,0.0001136317,0.0001840176,0.0004884421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101438,0.00005585068,0.9985721,0.000005460356,0.00003881468,0.00005324376,0.00002571691,0.0000439802,0.0001610162,0.00001413273,0.00005777798,0.000870446],"study_design_scores_gemma":[0.000003330467,0.00006886113,0.9991271,0.000008077895,0.00003525303,0.0001281244,0.00009221424,0.000370132,0.00006271397,0.00004665949,0.00005496537,0.000002751387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986059,0.0002297826,0.0001068464,0.00009180559,0.00001606516,0.000005459968,0.0001721705,0.000005009612,0.0007669518],"genre_scores_gemma":[0.999686,0.00006216544,0.00003556693,0.00001065029,0.00001165465,0.000003025528,0.0001012392,0.000001387835,0.00008833806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002376185,"threshold_uncertainty_score":0.006321192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531783716707079,"score_gpt":0.2771208504803525,"score_spread":0.2318030133132817,"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."}}