{"id":"W3032905475","doi":"10.1093/ndt/gfaa142.p1302","title":"P1302NONINVASIVE ASSESSMENT OF PULMONARY HYPERTENSION USING QUANTITATIVE IMAGING IN HEMODIALYSIS PATIENTS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Pulmonary hypertension; Hemodialysis; Pulmonary artery; Cardiology; Ventricle; Internal medicine; Volume overload; Radiology; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009095481,0.0003176432,0.000321314,0.0006400329,0.000168209,0.0007083174,0.0002900115,0.0003903346,0.0009728057],"category_scores_gemma":[0.002027989,0.0001100189,0.0002369775,0.000382348,0.000252527,0.0003627626,0.0003326972,0.0004073607,0.0001452373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192962,"about_ca_system_score_gemma":0.0001796535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005792,"about_ca_topic_score_gemma":0.0006042283,"domain_scores_codex":[0.9995193,0.0001512305,0.0000594684,0.0001013089,0.0001243246,0.00004434684],"domain_scores_gemma":[0.9990177,0.0003308037,0.0003499223,0.00005049167,0.0001583671,0.00009273812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009072503,0.0001934864,0.9664246,0.0001890073,0.0001213291,0.0004857701,0.0002324912,0.0004886301,0.009835302,0.0001778154,0.0005767079,0.02036758],"study_design_scores_gemma":[0.00004851135,0.0006697551,0.9849258,0.00005362256,0.0001195546,0.002449131,0.0003049216,0.0058784,0.003863319,0.0003657007,0.00129506,0.00002627158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928632,0.00116204,0.00338329,0.0001124072,0.00001657387,0.00004651033,0.0005643449,0.00004910353,0.001802503],"genre_scores_gemma":[0.9975924,0.0001568334,0.001783599,0.00004484663,0.00002814925,0.00003907119,0.0001939511,0.000005368675,0.000155621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009728057,"threshold_uncertainty_score":0.004810214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957273749826314,"score_gpt":0.3132936344339194,"score_spread":0.2737208969356563,"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."}}