{"id":"W2605017716","doi":"10.1513/annalsats.201610-788fr","title":"Cardiopulmonary Exercise Testing in Pulmonary Hypertension","year":2017,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pulmonary hypertension; Dynamic hyperinflation; Exercise intolerance; Cardiology; Internal medicine; Intensive care medicine; Physical therapy; Lung; Heart failure; Lung volumes","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":[0.0009998502,0.001021474,0.001753797,0.003111748,0.0002355381,0.001123232,0.0009157914,0.001252937,0.003344273],"category_scores_gemma":[0.001909138,0.0002425069,0.0008702376,0.002186497,0.0006300387,0.0008680521,0.0006054481,0.002314246,0.001044734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979571,"about_ca_system_score_gemma":0.0008848959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410415,"about_ca_topic_score_gemma":0.001994006,"domain_scores_codex":[0.9993879,0.0001623841,0.0001137617,0.00007751638,0.0002198264,0.00003867369],"domain_scores_gemma":[0.9987333,0.0007431917,0.0002141206,0.00002853603,0.0002285953,0.00005222784],"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":[0.000161354,0.0001231617,0.001829353,0.03350338,0.0003803216,0.0004841386,0.00007887604,0.0002962124,0.001050774,0.001634735,0.02870727,0.9317505],"study_design_scores_gemma":[0.000230126,0.0005462748,0.02471745,0.05985751,0.001485392,0.01632005,0.0004042315,0.0006774017,0.001903783,0.007058159,0.8867006,0.0000990788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001857182,0.9986754,0.00008726439,0.0002069439,0.0001861094,0.000007104054,0.00001902968,0.000005184002,0.0006271147],"genre_scores_gemma":[0.004527749,0.9939808,0.0002484941,0.000331868,0.0003581177,0.00001845967,0.00006166529,0.000002234599,0.0004705894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003344273,"threshold_uncertainty_score":0.01118767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3921221926253626,"score_gpt":0.4836176497164398,"score_spread":0.0914954570910772,"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."}}