{"id":"W2546780942","doi":"10.1161/circheartfailure.116.003194","title":"Early Follow-Up After a Heart Failure Exacerbation","year":2016,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Emergency department; Hazard ratio; Confidence interval; Exacerbation; Proportional hazards model; Heart failure; Retrospective cohort study; Emergency medicine; Outpatient clinic; Pediatrics; Internal medicine; Psychiatry","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":[0.0006319697,0.0001750515,0.0003179138,0.0008441548,0.0006332108,0.000551981,0.0005647081,0.0005667571,0.001539442],"category_scores_gemma":[0.003523136,0.0001809654,0.0005130392,0.001002994,0.0002373509,0.0004037032,0.0005736814,0.0008238457,0.0001560868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364922,"about_ca_system_score_gemma":0.001670152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1432458,"about_ca_topic_score_gemma":0.2021088,"domain_scores_codex":[0.9991755,0.0001274419,0.00006927562,0.0001556612,0.0002146242,0.0002574417],"domain_scores_gemma":[0.9963046,0.0003915415,0.002051547,0.000144865,0.0004127536,0.0006947911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007859379,0.00002776276,0.9976137,0.00001320822,0.00002840423,0.0001173279,0.00007028786,0.00004498663,0.00006747886,0.00001240534,0.0001974623,0.001728477],"study_design_scores_gemma":[0.000002750212,0.0000283716,0.9994763,0.00001870806,0.00001227182,0.0001382942,0.00006118782,0.00006789741,0.00002020953,0.00001216117,0.0001590889,0.000002734458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963302,0.001070803,0.0001475642,0.0002839574,0.00002134027,0.0000234797,0.001092801,0.000008792745,0.001021032],"genre_scores_gemma":[0.9986337,0.0002290392,0.0001222383,0.00009521224,0.00002648309,0.000009698894,0.0006851653,0.000001405078,0.0001971264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432458,"threshold_uncertainty_score":0.284824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510693996130274,"score_gpt":0.2508021050021975,"score_spread":0.2356951650408948,"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."}}