{"id":"W4322012353","doi":"10.14740/cr1434","title":"Assessment of Volume Status in Hospitalized Patients With Chronic Heart Failure","year":2023,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Intravascular volume status; Intensive care medicine; Volume (thermodynamics); Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269767,0.0005122347,0.00184577,0.002179594,0.0001604225,0.0009186359,0.000678657,0.0005968972,0.001440169],"category_scores_gemma":[0.004416862,0.0001872792,0.0009366099,0.001653049,0.0003012326,0.0008499512,0.0004587279,0.0008123271,0.0002844133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227168,"about_ca_system_score_gemma":0.0009944291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937106,"about_ca_topic_score_gemma":0.004955972,"domain_scores_codex":[0.9992742,0.0002298807,0.0001883119,0.00007125489,0.000210992,0.00002537451],"domain_scores_gemma":[0.9981737,0.001233332,0.000310076,0.00001721064,0.0002332165,0.00003242462],"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":[0.0001878254,0.00004120282,0.00201577,0.08526022,0.0007383723,0.00009290282,0.0001188037,0.0001702438,0.0002877014,0.0007401839,0.009964957,0.9003817],"study_design_scores_gemma":[0.000254792,0.0008955761,0.05018188,0.3045754,0.00770782,0.005068171,0.0007487133,0.0007606638,0.001023298,0.003923557,0.624679,0.0001810531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001808144,0.9994031,0.0000316751,0.0001247025,0.00005314318,0.000004399076,0.00001930831,0.000001454996,0.0001813296],"genre_scores_gemma":[0.002088764,0.9975213,0.0001257386,0.000100234,0.0000809371,0.000007813443,0.00002934285,4.9861e-7,0.00004527323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002179594,"threshold_uncertainty_score":0.006715298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0838251887529248,"score_gpt":0.445234660625435,"score_spread":0.3614094718725103,"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."}}