{"id":"W4220853823","doi":"10.1016/j.heliyon.2022.e09161","title":"Association between oral health and atrial fibrillation: A systematic review","year":2022,"lang":"en","type":"review","venue":"Heliyon","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Association (psychology); Oral health; Pathophysiology; Cardiology; Intensive care medicine; Internal medicine; Family medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001705201,0.0003186195,0.004323324,0.0002083156,0.0001598071,0.00004113669,0.00007444394,0.0001641484,0.0004054277],"category_scores_gemma":[0.001501694,0.0002491772,0.0009647607,0.0004976109,0.00000857259,0.00006755157,0.0001169243,0.0002594833,0.0001237589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007233605,"about_ca_system_score_gemma":0.0003161952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004724306,"about_ca_topic_score_gemma":0.000001358514,"domain_scores_codex":[0.9965792,0.0007849813,0.001390523,0.0003484957,0.000652464,0.0002442969],"domain_scores_gemma":[0.9970592,0.0008287969,0.001562366,0.0003401888,0.00003994178,0.0001695669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003362822,2.820347e-7,0.0005924959,0.8547766,0.0006451864,0.000001843714,0.00001246416,5.972927e-8,3.288865e-10,0.00002617307,0.0009304203,0.1430111],"study_design_scores_gemma":[0.000218948,0.00008505769,0.00001415012,0.3489477,0.007321351,0.00001008543,0.000005366185,4.892203e-7,8.345009e-10,0.000002096906,0.6432711,0.0001235704],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.561728e-7,0.9917828,0.000006329152,0.001847203,0.0003392792,0.005649472,0.00003528733,0.00009757884,0.000241599],"genre_scores_gemma":[1.068185e-7,0.9898472,0.00007529667,0.0003401265,0.002995275,0.00001598896,0.0008254629,0.00004661077,0.005853897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6423407,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823922109284571,"score_gpt":0.4256808081150568,"score_spread":0.2432885971865996,"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."}}