{"id":"W2982380964","doi":"10.1002/ejhf.1272","title":"October 2019 at a Glance: Epidemiology, Prevention, and Modes of Death","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Internal medicine; Atrial fibrillation; Heart failure; Cardiology; Diabetes mellitus; MitraClip; Body mass index; Cardiac resynchronization therapy; Ejection fraction; Endocrinology","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":[0.001115609,0.0006234902,0.0006067624,0.003777927,0.0004732219,0.002071654,0.000555223,0.001591065,0.0684884],"category_scores_gemma":[0.004739393,0.0002623901,0.000465964,0.003813507,0.000454288,0.002047405,0.001111298,0.002921699,0.02553153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008329105,"about_ca_system_score_gemma":0.001211332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006585625,"about_ca_topic_score_gemma":0.008750069,"domain_scores_codex":[0.9992337,0.0002301829,0.0001310101,0.0001366721,0.0001973204,0.00007106775],"domain_scores_gemma":[0.9977756,0.0005656857,0.0004709543,0.0001196143,0.0006622943,0.0004059245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000107068,0.00005685987,0.02540388,0.0007361626,0.00008074862,0.0001042622,0.00009201813,0.00008628259,0.0001034415,0.004565344,0.7967001,0.1719638],"study_design_scores_gemma":[0.00004718291,0.00008021155,0.09704273,0.006185342,0.00006985695,0.001152783,0.0004372529,0.0002143616,0.00005319112,0.008260544,0.8864143,0.00004214181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007987476,0.4807563,0.002950415,0.2912611,0.05193748,0.0001638014,0.06316425,0.0004921126,0.1012871],"genre_scores_gemma":[0.07397927,0.5087259,0.004551157,0.08159462,0.1515674,0.0005185914,0.06929158,0.000390065,0.1093814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0684884,"threshold_uncertainty_score":0.2291166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542085375283156,"score_gpt":0.2952630383228229,"score_spread":0.2598421845699913,"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."}}