{"id":"W2776471728","doi":"10.14740/cr640w","title":"A Case of Multifaceted Assessment in an Elderly Patient With Acute Decompensated Heart Failure","year":2017,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Acute decompensated heart failure; Life expectancy; Internal medicine; 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":[0.0005391958,0.001441854,0.001268702,0.001862444,0.003534759,0.001118638,0.001132882,0.004640616,0.001184508],"category_scores_gemma":[0.003506411,0.0009279931,0.001690093,0.001389957,0.001224372,0.002347472,0.002657781,0.004256329,0.0004492026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568936,"about_ca_system_score_gemma":0.001255129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005641171,"about_ca_topic_score_gemma":0.007471028,"domain_scores_codex":[0.9992325,0.0001169554,0.00008839159,0.0001654795,0.00009578889,0.0003009021],"domain_scores_gemma":[0.9983425,0.0003004965,0.0002739906,0.0001006234,0.0001727114,0.0008096593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009224214,0.00009525739,0.01999782,0.00002479829,0.00001466934,0.9764619,0.0007309989,0.0001010812,0.000715645,0.0001694966,0.0002830127,0.001313071],"study_design_scores_gemma":[0.00004564451,0.0004550102,0.02042927,0.00005804972,0.00004953484,0.9745013,0.0008333978,0.001793686,0.000492627,0.0004394629,0.000849545,0.00005251697],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834754,0.001764742,0.003797823,0.00519098,0.0003602501,0.0002115006,0.0001276302,0.00009084546,0.0049808],"genre_scores_gemma":[0.9940017,0.0005815783,0.001910364,0.002222142,0.0004455188,0.00003801619,0.00006978763,0.00001528651,0.0007155275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005641171,"threshold_uncertainty_score":0.01138341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08144962596814641,"score_gpt":0.4381719256864838,"score_spread":0.3567222997183374,"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."}}