{"id":"W2998046891","doi":"10.1002/ejhf.1276","title":"December 2019 at a Glance: Economic Burden, Co-Morbidities, and Prognosis","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Natriuretic peptide; Internal medicine; Cardiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001003324,0.0004665954,0.0004772637,0.00124859,0.0006376687,0.002911964,0.0004252205,0.00186861,0.1557232],"category_scores_gemma":[0.006537147,0.0001587102,0.0002428688,0.001609334,0.0003687146,0.001298111,0.0009633853,0.002269352,0.04213268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009955604,"about_ca_system_score_gemma":0.001032972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003896471,"about_ca_topic_score_gemma":0.007886278,"domain_scores_codex":[0.9994636,0.0001739356,0.00006154803,0.00005806713,0.0001794445,0.00006337847],"domain_scores_gemma":[0.997732,0.0003880719,0.0002722396,0.0000805059,0.0008044069,0.0007227063],"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":[0.00009909779,0.00003861211,0.006368387,0.0001409981,0.00001874092,0.00008912063,0.00001839905,0.00003108491,0.00004106469,0.001043338,0.8848127,0.1072984],"study_design_scores_gemma":[0.00009659337,0.0001081284,0.04130679,0.00386972,0.00004433375,0.0007999549,0.0002385958,0.000270006,0.0000692896,0.004731399,0.9484271,0.00003809295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01209329,0.1612559,0.001020051,0.5149503,0.07966994,0.0001023029,0.01444409,0.0004172627,0.2160469],"genre_scores_gemma":[0.1363702,0.2415882,0.002217943,0.1133277,0.168645,0.0003181596,0.02539092,0.0004669968,0.3116748],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1557232,"threshold_uncertainty_score":0.5209459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009114739437588577,"score_gpt":0.2472773558951057,"score_spread":0.2381626164575171,"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."}}