{"id":"W3083646074","doi":"10.1177/2380084420953121","title":"Oral Health and Cardiovascular Disease: Mapping Clinical Heterogeneity and Methodological Gaps","year":2020,"lang":"en","type":"review","venue":"JDR Clinical & Translational Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Meta-analysis; Disease; Epidemiology; Clinical trial; Cochrane Library; Randomized controlled trial; Study heterogeneity; Clinical study design; Mediation; Systematic review; Gerontology; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02662471,0.0004817848,0.003562057,0.0002261481,0.0004768208,0.0001870728,0.0004640322,0.0009664131,0.0001111797],"category_scores_gemma":[0.007484299,0.0004011187,0.002008709,0.0007556562,0.0009593102,0.0001402822,0.000346643,0.003287286,0.0002194074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008375023,"about_ca_system_score_gemma":0.00216084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004669036,"about_ca_topic_score_gemma":0.0000648115,"domain_scores_codex":[0.9740633,0.01779784,0.003165041,0.001920834,0.002204791,0.0008482009],"domain_scores_gemma":[0.9832468,0.01263907,0.0003105462,0.0006985241,0.0003151503,0.002789912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001845894,0.0001454663,0.008740667,0.01120091,0.0005484587,0.0002163137,0.00000913813,5.322844e-7,6.769402e-9,0.0005624849,0.001179426,0.977212],"study_design_scores_gemma":[0.0008451217,0.0002961608,0.03224973,0.002113249,0.0002972776,0.00009409498,0.0000183941,0.0001846832,8.705439e-9,0.0008325449,0.9627562,0.000312537],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000403428,0.9936126,0.002247056,0.0004932853,0.0006656268,0.001919349,0.0004442057,0.00008024298,0.000134209],"genre_scores_gemma":[0.000319201,0.9941801,0.002655479,0.0004900336,0.001190064,0.0001255299,0.0008706812,0.00007137316,0.00009757825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9768994,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7813499471867911,"score_gpt":0.6577358795215251,"score_spread":0.1236140676652659,"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."}}