{"id":"W2794459068","doi":"10.1016/j.healun.2018.01.823","title":"IVC Assessment by Ultrasound in Acute and Ambulatory Heart Failure Patients Predictive of Mortality and Readmissions: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"The Journal of Heart and Lung Transplantation","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ambulatory; Predictive value; Ultrasound; Intensive care medicine; Heart failure; Cardiology; Internal medicine; Emergency medicine; Radiology","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":[0.002726639,0.001281603,0.007532869,0.003218945,0.0004689104,0.00203358,0.001616564,0.002182234,0.003150319],"category_scores_gemma":[0.02026408,0.001114448,0.0117937,0.004334518,0.0006004114,0.001483671,0.001257837,0.001780557,0.0002363915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144902,"about_ca_system_score_gemma":0.003701175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062303,"about_ca_topic_score_gemma":0.03071991,"domain_scores_codex":[0.9973931,0.0006121764,0.001088775,0.0003943233,0.0003857367,0.0001259],"domain_scores_gemma":[0.9891058,0.007886473,0.001988318,0.0001606463,0.0007078762,0.0001510107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001112788,0.00009252837,0.01904654,0.8226585,0.10377,0.0001867569,0.0003139121,0.0002425095,0.0002057871,0.0001928247,0.002708659,0.04946917],"study_design_scores_gemma":[0.001371037,0.0004236751,0.03956136,0.351626,0.596265,0.0004815275,0.0005377237,0.0002607889,0.0001682401,0.0003934635,0.008767917,0.0001432642],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002352612,0.9970592,0.00006307929,0.00008402407,0.00007779202,0.00005037606,0.0002242072,0.000003461479,0.00008519323],"genre_scores_gemma":[0.05444861,0.9435888,0.0005751417,0.0006496013,0.0001721553,0.0001602235,0.0003033337,0.00000488564,0.00009736796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01062303,"threshold_uncertainty_score":0.0211224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324063967474391,"score_gpt":0.3990865995603821,"score_spread":0.3666802028129429,"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."}}