{"id":"W3087016021","doi":"10.1002/ejhf.1517","title":"July 2020 at a Glance: Focus on Imaging and Cardiomyopathies","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Heart failure; Hazard ratio; Myocardial infarction; Dilated cardiomyopathy; Cardiomyopathy; Sudden cardiac death; Diabetes mellitus; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.001158214,0.001152788,0.0009009392,0.002095616,0.0007592363,0.003896971,0.001008728,0.0042353,0.2865885],"category_scores_gemma":[0.003736567,0.0004728547,0.0006481468,0.001597206,0.0007295252,0.00321151,0.002079967,0.004877354,0.140389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298205,"about_ca_system_score_gemma":0.002250573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377497,"about_ca_topic_score_gemma":0.00977471,"domain_scores_codex":[0.9992889,0.0001328802,0.00006916921,0.0001151184,0.000251376,0.0001424573],"domain_scores_gemma":[0.9959137,0.000482333,0.0003273709,0.0001208486,0.001381947,0.001773907],"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":[0.00004014135,0.00002653209,0.0003734472,0.0001796071,0.000003868647,0.0000747513,0.000007698544,0.00001592319,0.00008858347,0.0005358225,0.9467483,0.05190533],"study_design_scores_gemma":[0.00001466159,0.0000158472,0.001925416,0.0006809261,0.000004540165,0.000185902,0.00004001116,0.00001865279,0.00002593925,0.000481169,0.9965996,0.000007306726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001207705,0.1109232,0.0008479853,0.3413222,0.2654816,0.0001578584,0.004470804,0.0005833923,0.2750052],"genre_scores_gemma":[0.006257683,0.1342787,0.001108316,0.1148012,0.3460444,0.0001610718,0.005498554,0.0004606873,0.3913894],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2865885,"threshold_uncertainty_score":0.9587339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009050243566868338,"score_gpt":0.2289943026472873,"score_spread":0.2199440590804189,"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."}}