{"id":"W2036319056","doi":"10.1097/hjh.0000000000000112","title":"Hypertension, inflammation and atrial fibrillation","year":2014,"lang":"en","type":"letter","venue":"Journal of Hypertension","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Stroke (engine); Heart failure; Risk factor; valvular heart disease; Coronary artery disease; Diabetes mellitus; Population; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004530125,0.0003668621,0.0004823448,0.0005049399,0.0005263328,0.001165235,0.0002294487,0.0009444882,0.003949184],"category_scores_gemma":[0.001506888,0.0001335766,0.0002992301,0.0008354516,0.0003808721,0.0003907963,0.0005375241,0.001226248,0.0003288356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00029701,"about_ca_system_score_gemma":0.0007276675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110461,"about_ca_topic_score_gemma":0.003354673,"domain_scores_codex":[0.9994543,0.0001763315,0.00005019459,0.00007699833,0.0001436444,0.0000985345],"domain_scores_gemma":[0.9992138,0.0002378315,0.0003006349,0.0000187291,0.00009767857,0.0001313087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002247583,0.001132153,0.4820788,0.007718777,0.001761884,0.002787208,0.001503031,0.0006092731,0.004151433,0.01779948,0.05687374,0.4213368],"study_design_scores_gemma":[0.000157846,0.001086077,0.8175352,0.005022988,0.001034254,0.00637596,0.0009532729,0.0005504567,0.0005206423,0.02400405,0.1426654,0.00009380069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.07298161,0.9018828,0.0004437063,0.01148241,0.001441766,0.00003448374,0.000599001,0.00003177909,0.01110238],"genre_scores_gemma":[0.5246696,0.4607297,0.0007968841,0.003808022,0.004973335,0.00006619276,0.0006255436,0.000008991142,0.004321706],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003949184,"threshold_uncertainty_score":0.01321137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07583270303278192,"score_gpt":0.2850794042586746,"score_spread":0.2092467012258927,"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."}}