{"id":"W4289731646","doi":"10.1177/00220345221110196","title":"Social Epigenomics: Conceptualizations and Considerations for Oral Health","year":2022,"lang":"en","type":"review","venue":"Journal of Dental Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"Schulich School of Medicine and Dentistry; Children's Health Research Institute","keywords":"Epigenomics; Data science; Computer science; Biology; Genetics; DNA methylation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01027458,0.001084529,0.0009761634,0.006241224,0.002564496,0.008309391,0.002279612,0.003478484,0.003268863],"category_scores_gemma":[0.009557792,0.000580892,0.001024036,0.002950581,0.0344945,0.008847021,0.004895683,0.005117695,0.0004107174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244269,"about_ca_system_score_gemma":0.003192177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006387031,"about_ca_topic_score_gemma":0.004878134,"domain_scores_codex":[0.9954938,0.003017551,0.0002161721,0.0004975696,0.0005599462,0.0002150393],"domain_scores_gemma":[0.9919261,0.005932439,0.0005787081,0.0005767107,0.0006057909,0.0003802894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001246242,0.00001651289,0.001553075,0.0001879423,0.00002227631,0.0001868557,0.003428491,0.0005855957,0.0002463298,0.9798139,0.0009955534,0.01295098],"study_design_scores_gemma":[0.000004278741,0.00003018291,0.002133718,0.0002497108,0.0000243865,0.0004541248,0.002755054,0.001122024,0.0001718294,0.9625173,0.03050966,0.00002764926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03269662,0.1439933,0.4240857,0.2627696,0.003901902,0.0004188264,0.000825794,0.0002341762,0.131074],"genre_scores_gemma":[0.7098631,0.1007339,0.1380687,0.02682031,0.008083906,0.001769392,0.0004573463,0.0001477998,0.01405559],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01027458,"threshold_uncertainty_score":0.0543378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5025213306551949,"score_gpt":0.5869799474542995,"score_spread":0.0844586167991046,"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."}}