{"id":"W1467685050","doi":"","title":"A disease management programme for secondary prevention of coranary heart disease and heart failure in primary care: A cost effective analysis","year":2007,"lang":"en","type":"article","venue":"UEA Digital Repository (University of East Anglia)","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Heart failure; Medicine; Disease management; Primary care; Disease; Intensive care medicine; Heart disease; Primary prevention; Management of heart failure; Secondary prevention; Cardiology; Internal medicine; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211446,0.0001141182,0.0003453882,0.000219818,0.0000786657,0.00001600361,0.00007706225,0.00005486514,0.00000389045],"category_scores_gemma":[0.00003926983,0.0001348132,0.0003093421,0.0004849306,0.0002551419,0.0002432,0.00007476028,0.00009462278,0.000001125923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140044,"about_ca_system_score_gemma":0.00009211978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003047673,"about_ca_topic_score_gemma":0.00006468264,"domain_scores_codex":[0.9990265,0.0000217023,0.0002263866,0.0003322122,0.000214461,0.0001787703],"domain_scores_gemma":[0.9989246,0.0001731207,0.0001326314,0.0002751097,0.000166075,0.0003284406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003740336,0.001414719,0.96952,0.001571535,0.0006399507,0.00008294704,0.0003415454,0.00001227971,0.0004959511,0.0001553272,0.0002838705,0.02174149],"study_design_scores_gemma":[0.001912122,0.000348619,0.990611,0.0001852986,0.001309843,0.000004021309,0.003160249,0.00004633141,0.00002180743,0.0001965728,0.002089919,0.0001142659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923615,0.0003102077,0.002617661,0.0002603484,0.00002178715,0.002687803,0.0002036561,0.00003124751,0.001505816],"genre_scores_gemma":[0.9964449,0.000003674599,0.002598194,0.00003816877,0.00002072572,0.00001749432,0.0003714318,0.000009637173,0.0004957497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02162723,"threshold_uncertainty_score":0.5497522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094900950416216,"score_gpt":0.2513034668109819,"score_spread":0.2403544573068197,"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."}}