{"id":"W3217444265","doi":"10.1161/circ.144.suppl_1.14004","title":"Abstract 14004: Long Term Outcomes of Ambulatory Outpatient Management of Acute Decompensated Heart Failure in a Heart Failure Specialist Nurse Delivered Consultant Led Unit versus Inpatient Management","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Medicine; Heart failure; Ambulatory; Acute decompensated heart failure; Pharmacy; Emergency medicine; Retrospective cohort study; Internal medicine","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":[0.001027976,0.0001875485,0.000386579,0.0005080919,0.000274946,0.0006273223,0.0003185403,0.000372496,0.002692522],"category_scores_gemma":[0.003459277,0.0001273074,0.0005511537,0.0006929157,0.0002202993,0.0005252213,0.0005394816,0.000526387,0.0002341604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404495,"about_ca_system_score_gemma":0.0003440869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306281,"about_ca_topic_score_gemma":0.001998703,"domain_scores_codex":[0.9992804,0.0002164646,0.00009117868,0.0001439654,0.0001564186,0.0001116853],"domain_scores_gemma":[0.9967278,0.000532298,0.001698874,0.0000918691,0.0002800376,0.000669021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00179624,0.0001142918,0.9944112,0.00005119594,0.000148256,0.00006184232,0.00006103214,0.00005682953,0.0001282242,0.00001497694,0.0002860913,0.002869837],"study_design_scores_gemma":[0.00005302329,0.0008547545,0.9985216,0.00002143393,0.00005263816,0.0001285548,0.00008696908,0.0001090002,0.0000376034,0.00001236583,0.0001184843,0.000003460148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989705,0.000190451,0.00002206629,0.00002923481,0.000008598265,0.00000769263,0.0005135339,9.980771e-7,0.0002568401],"genre_scores_gemma":[0.9987968,0.00005855574,0.00002458239,0.0000198558,0.00002223791,0.00001435145,0.0009342962,0.000001118222,0.0001282806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002692522,"threshold_uncertainty_score":0.009007394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521921406919488,"score_gpt":0.296946934726476,"score_spread":0.2717277206572812,"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."}}