{"id":"W2033533885","doi":"10.1002/ejhf.279","title":"May 2015 at a Glance","year":2015,"lang":"en","type":"article","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":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Cardiogenic shock; Heart failure; Myocardial infarction; Observational study; Decompensation; Acute coronary syndrome; Internal medicine; Ejection fraction; Cardiology; Emergency medicine; Intensive care 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001490376,0.0009749681,0.0007389755,0.001180841,0.001328796,0.005615026,0.001633164,0.003650954,0.6283218],"category_scores_gemma":[0.008234727,0.0004093067,0.0006833132,0.001020417,0.0007888516,0.003499659,0.003123374,0.004087049,0.4750181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009804495,"about_ca_system_score_gemma":0.00172394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206073,"about_ca_topic_score_gemma":0.005330455,"domain_scores_codex":[0.9990394,0.0001826915,0.00007587803,0.0001392182,0.0004384995,0.0001243514],"domain_scores_gemma":[0.9973793,0.0003254397,0.0001247346,0.0002721981,0.001031643,0.0008666575],"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":[0.00001257687,0.00001554758,0.00007830267,0.000051013,0.000001813976,0.00004576654,0.00001189079,0.00001519555,0.00004044041,0.0006421155,0.9732574,0.02582795],"study_design_scores_gemma":[0.000004726058,0.000007715693,0.0001671718,0.0001017236,9.025468e-7,0.0000609186,0.00002259278,0.00001215126,0.00001617133,0.0003141297,0.9992887,0.000003051111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.000737406,0.01330167,0.00183945,0.1272071,0.2620647,0.0002584281,0.003468801,0.002957855,0.5881646],"genre_scores_gemma":[0.00257258,0.007391796,0.001195435,0.05492315,0.06298144,0.000133275,0.001981365,0.0007161038,0.8681048],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6283218,"threshold_uncertainty_score":0.5301538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090929627929691,"score_gpt":0.2834212196352248,"score_spread":0.2525119233559279,"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."}}