{"id":"W2918251522","doi":"10.1080/15592294.2019.1581592","title":"Don’t brush off buccal data heterogeneity","year":2019,"lang":"en","type":"article","venue":"Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Buccal administration; Buccal swab; Biology; Epigenetics; DNA methylation; Saliva; Cheek; Genetics; Bioinformatics; Gene; Anatomy; Gene expression","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":[0.02717902,0.0009800717,0.001677188,0.002632388,0.001727165,0.004444591,0.002679365,0.002789479,0.01378824],"category_scores_gemma":[0.110109,0.00125375,0.001190146,0.002551094,0.001854534,0.003585255,0.004648683,0.00226676,0.0121219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000709736,"about_ca_system_score_gemma":0.001995899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329019,"about_ca_topic_score_gemma":0.006287539,"domain_scores_codex":[0.9780109,0.007163548,0.003434903,0.003152952,0.007493335,0.000744344],"domain_scores_gemma":[0.9262957,0.02184304,0.004887719,0.02804206,0.01795738,0.0009740652],"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":[0.001397643,0.0002584041,0.05647718,0.003059111,0.0007923145,0.001105134,0.005722616,0.001458786,0.05877174,0.01168285,0.1267541,0.7325201],"study_design_scores_gemma":[0.0003189928,0.0007180474,0.07981595,0.002023465,0.0007215958,0.004330894,0.00546947,0.01442253,0.1165944,0.02989096,0.7452751,0.00041848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1311304,0.007467244,0.7563471,0.0241852,0.009352767,0.004908093,0.01671819,0.01883914,0.03105189],"genre_scores_gemma":[0.2282074,0.002735819,0.7069271,0.01443938,0.001843851,0.004160981,0.009162896,0.006209669,0.02631287],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02717902,"threshold_uncertainty_score":0.1437381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612680004927238,"score_gpt":0.2935459271993002,"score_spread":0.2674191271500278,"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."}}