{"id":"W2605588638","doi":"10.1371/journal.pone.0176180","title":"Pulmonary vascular volume, impaired left ventricular filling and dyspnea: The MESA Lung Study","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Heart, Lung, and Blood Institute; Pfizer; American Thoracic Society; Ikaria; Deutsche Forschungsgemeinschaft; GlaxoSmithKline; National Institute of Environmental Health Sciences; Pulmonary Hypertension Association; Alpha-1 Foundation; Gilead Sciences; U.S. Environmental Protection Agency","keywords":"Medicine; Cardiology; Internal medicine; Stroke volume; Ejection fraction; Diastole; Blood volume; Lung; Magnetic resonance imaging; Cardiac magnetic resonance imaging; Lung volumes; Radiology; Blood pressure; Heart failure","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":[0.001196826,0.0005400502,0.0004637153,0.0008277384,0.000496262,0.0008793846,0.0006143273,0.0008156375,0.001396822],"category_scores_gemma":[0.001500509,0.0004196925,0.0004947149,0.0008305241,0.0003302931,0.0006278283,0.0008719296,0.0007666474,0.0003248196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306796,"about_ca_system_score_gemma":0.0002846718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675598,"about_ca_topic_score_gemma":0.003876192,"domain_scores_codex":[0.9996132,0.0001334493,0.00004374013,0.00009152369,0.00006780615,0.00005033729],"domain_scores_gemma":[0.9988779,0.0001530434,0.0003429501,0.00009188377,0.00007614701,0.0004580369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004021902,0.00005708573,0.998315,0.00001366191,0.0001407172,0.0001039282,0.00004005271,0.00004514638,0.0002503545,0.00002641998,0.00009993131,0.0005054639],"study_design_scores_gemma":[0.00002947396,0.00009030917,0.9992951,0.000005455988,0.00006539084,0.0001915842,0.00004224249,0.000101119,0.00002546277,0.00002973596,0.0001206949,0.000003422665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978911,0.0006484276,0.00006455711,0.0001079829,0.000008339459,0.00002501414,0.0007035112,0.000003894305,0.0005470613],"genre_scores_gemma":[0.9988224,0.0001811171,0.00008736959,0.00004486263,0.00002825541,0.00002364532,0.0005739726,0.00000195974,0.0002364894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002675598,"threshold_uncertainty_score":0.006329536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686340031957127,"score_gpt":0.2761084418465217,"score_spread":0.2292450415269504,"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."}}