{"id":"W2622545583","doi":"10.1002/ejhf.877","title":"Improving Heart Failure Health: Is there a Secret Swedish Sauce?","year":2017,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; MEDLINE; Environmental health; Internal medicine; Intensive care 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":[0.02126023,0.001043905,0.002215976,0.003361657,0.002749449,0.01327858,0.001971408,0.006830816,0.0158496],"category_scores_gemma":[0.06637614,0.0004835604,0.001249736,0.003783779,0.004675977,0.008606491,0.005902829,0.009695931,0.00498872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669549,"about_ca_system_score_gemma":0.008456292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005448895,"about_ca_topic_score_gemma":0.006219114,"domain_scores_codex":[0.9897346,0.004680262,0.001265996,0.0008604479,0.00262244,0.0008362325],"domain_scores_gemma":[0.9438487,0.0351813,0.004888713,0.001858352,0.008322749,0.005900184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002531263,0.0001108216,0.007319895,0.002544998,0.0002471365,0.0002755055,0.001160068,0.00009882163,0.00006746716,0.007128046,0.7747604,0.2060337],"study_design_scores_gemma":[0.0001679734,0.0002660768,0.01467023,0.02310114,0.0002924359,0.0008993714,0.008036206,0.0001789997,0.0001529414,0.01936549,0.9326966,0.000172617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002441059,0.116336,0.0003892984,0.801141,0.07508507,0.00001434029,0.0005650403,0.00004803342,0.003980153],"genre_scores_gemma":[0.07371752,0.341557,0.002881488,0.3260018,0.245123,0.0001238878,0.002531083,0.0004144542,0.007649736],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02126023,"threshold_uncertainty_score":0.1124362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362863030895661,"score_gpt":0.2724994263665474,"score_spread":0.2488707960575908,"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."}}