{"id":"W4386271747","doi":"10.1161/circheartfailure.122.010456","title":"Hospital at Home as a Treatment Strategy for Worsening Heart Failure","year":2023,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Waiver; Heart failure; Ambulatory care; Inpatient care; Intensive care medicine; Ambulatory; Disease management; Emergency medicine; Medical emergency; Health care; Disease; 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":[0.0003984069,0.000230367,0.0003044977,0.0005628161,0.0008695563,0.0009951736,0.0005690978,0.0006765882,0.006489908],"category_scores_gemma":[0.001118449,0.00005830805,0.0006237972,0.000317166,0.0002090325,0.0005472755,0.0008264533,0.0009929475,0.0006119413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005997739,"about_ca_system_score_gemma":0.001579191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188713,"about_ca_topic_score_gemma":0.004723251,"domain_scores_codex":[0.9996411,0.0001364279,0.00002426594,0.00003681793,0.00005903086,0.0001023961],"domain_scores_gemma":[0.9993746,0.00006488198,0.00007968307,0.00002004349,0.00005449539,0.000406341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008309539,0.00522437,0.02846081,0.0007348874,0.00026874,0.002151504,0.0003622006,0.0006144926,0.0007791545,0.004227816,0.06245685,0.8938882],"study_design_scores_gemma":[0.00601242,0.01958977,0.4909362,0.01359282,0.002043904,0.03308265,0.007521559,0.01308203,0.004275855,0.03477793,0.3746914,0.0003934919],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5868227,0.07125136,0.02099616,0.08336779,0.006556664,0.001664651,0.000834665,0.001371039,0.2271349],"genre_scores_gemma":[0.9603798,0.01170953,0.008386799,0.01013866,0.002476554,0.0003931976,0.000584457,0.00004591151,0.005885126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006489908,"threshold_uncertainty_score":0.02171087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140024505301211,"score_gpt":0.3010737704736735,"score_spread":0.2696735254206614,"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."}}