{"id":"W2132091665","doi":"10.1136/openhrt-2014-000095","title":"In-hospital treatment and outcomes of heart failure in specialist and non-specialist services: a retrospective cohort study in the elderly","year":2015,"lang":"en","type":"article","venue":"Open Heart","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Heart failure; Medicine; Cohort; Emergency medicine; Medical emergency; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001045543,0.0003545225,0.0005838867,0.001012548,0.0006180424,0.0008839555,0.0003842476,0.0005189736,0.001338213],"category_scores_gemma":[0.001936804,0.0004454735,0.0008751024,0.001426932,0.0002808135,0.0006348018,0.0006355418,0.0006052194,0.0003142018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004994125,"about_ca_system_score_gemma":0.0004785203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008476546,"about_ca_topic_score_gemma":0.008757988,"domain_scores_codex":[0.9991509,0.0001709431,0.0001411236,0.0002199949,0.0001430011,0.0001740283],"domain_scores_gemma":[0.9983274,0.0001785029,0.0007478342,0.0001596592,0.0001929556,0.0003936343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009689853,0.00003720749,0.999386,0.000007376162,0.00005268161,0.0000831976,0.00006586313,0.00000929406,0.00005002333,0.000003439347,0.00003394659,0.0001740813],"study_design_scores_gemma":[0.000009796788,0.0001834943,0.9990743,0.000007214246,0.00003396907,0.0002833453,0.0002657136,0.00004338714,0.00001676884,0.000004847385,0.00007385232,0.000003310406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993199,0.0001569616,0.00003368192,0.00001192941,0.000003655537,0.00001231884,0.0003429793,0.000001155883,0.0001172983],"genre_scores_gemma":[0.9992594,0.0001148501,0.00003495894,0.00002429664,0.000007689551,0.00001379083,0.0004616438,0.000001319222,0.00008201367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008476546,"threshold_uncertainty_score":0.01685441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036728071969597,"score_gpt":0.3139475153169825,"score_spread":0.2935802345972865,"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."}}