{"id":"W2075045993","doi":"10.1002/ejhf.141","title":"The Global Relevance of Disease Management Programmes for Heart Failure","year":2014,"lang":"en","type":"editorial","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Disease management; Disease; Intensive care medicine; Grading (engineering); Health care; Heart disease; Etiology; Family medicine; Medical emergency; Cardiology; Internal medicine; Economic growth","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":[0.07072364,0.0007663428,0.003074301,0.003554586,0.0008428234,0.004657481,0.002332808,0.00258229,0.01937852],"category_scores_gemma":[0.223306,0.0007298687,0.006547851,0.005953487,0.00188551,0.004807373,0.004064067,0.005311006,0.0008936836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004578408,"about_ca_system_score_gemma":0.01003155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01874532,"about_ca_topic_score_gemma":0.02888051,"domain_scores_codex":[0.9196548,0.04881304,0.0118161,0.004358725,0.01363811,0.00171923],"domain_scores_gemma":[0.7352626,0.1929492,0.03499273,0.007234085,0.02410919,0.005452123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001666612,0.0001623476,0.04830937,0.2587686,0.02858774,0.0001375326,0.001671113,0.0007015715,0.0001688932,0.007951212,0.05872102,0.593154],"study_design_scores_gemma":[0.003215275,0.001385382,0.2183825,0.4721655,0.04698967,0.0003695678,0.002088332,0.0007669236,0.0002270865,0.01592695,0.2382495,0.0002333376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.00702635,0.9046171,0.001316241,0.07159974,0.002695744,0.0007509218,0.00361245,0.000048643,0.008332757],"genre_scores_gemma":[0.3943678,0.5069381,0.01128867,0.07125461,0.00845398,0.002228298,0.004030619,0.0002216876,0.001216153],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07072364,"threshold_uncertainty_score":0.3740268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008064681036329466,"score_gpt":0.2694105119247718,"score_spread":0.2613458308884424,"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."}}