{"id":"W3157602851","doi":"10.1002/ejhf.1878","title":"March 2021 at a glance: focus on epidemiology, prevention and <scp>COVID</scp> ‐19","year":2021,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Cardiology; Natriuretic peptide; Refractory (planetary science); Guideline; Abnormality; Stage (stratigraphy); Pathology","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":[0.003796098,0.001373727,0.001959077,0.002232475,0.001701333,0.008731134,0.002434806,0.01084439,0.2722172],"category_scores_gemma":[0.0178235,0.0007837714,0.001749112,0.001927056,0.001143554,0.007147477,0.00403839,0.009984899,0.1985421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589692,"about_ca_system_score_gemma":0.007987227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210472,"about_ca_topic_score_gemma":0.02230049,"domain_scores_codex":[0.9977909,0.0004405777,0.0002717776,0.000304585,0.0007753469,0.0004168176],"domain_scores_gemma":[0.9866872,0.002439175,0.0008227777,0.0003970695,0.004761293,0.004892522],"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":[0.000007513853,0.000006688628,0.00006137459,0.00007873817,0.000001748017,0.00001070844,0.000006923816,0.000004171565,0.000008044706,0.0003747648,0.9884112,0.01102808],"study_design_scores_gemma":[0.0000163663,0.000007606144,0.0005936336,0.0007542517,0.000004443937,0.0000347564,0.00004769339,0.00001526511,0.000006343339,0.0005127075,0.9979976,0.000009265468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001646866,0.03072559,0.0004093166,0.5018627,0.3699556,0.0001150708,0.004641758,0.0006524597,0.09147286],"genre_scores_gemma":[0.001648015,0.05400429,0.0009563584,0.3152769,0.4265025,0.0004248776,0.005600733,0.0005844452,0.1950019],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2722172,"threshold_uncertainty_score":0.9106572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459941536788434,"score_gpt":0.3096425285701263,"score_spread":0.2750431132022419,"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."}}