{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003400534,0.0002096514,0.000192415,0.0000393711,0.00006937735,0.00004488643,0.0006753979,0.0002332658,0.0001339146],"category_scores_gemma":[0.00008034713,0.0002140551,0.00007702262,0.00009517546,0.00005960577,0.000005084635,0.0006037807,0.0001128483,0.0002076776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001279235,"about_ca_system_score_gemma":0.00008912519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002154337,"about_ca_topic_score_gemma":0.0001239812,"domain_scores_codex":[0.9983366,0.00008808853,0.0003020975,0.0006865441,0.0002372163,0.0003495265],"domain_scores_gemma":[0.9978188,0.00001967282,0.0001026374,0.00183275,0.00008867552,0.0001374294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004848939,0.000115318,0.1404894,0.00002681281,0.00008122865,0.00000266465,0.0000271953,0.0008891828,0.8321871,0.00006352352,0.001533238,0.02453578],"study_design_scores_gemma":[0.0005707178,0.0003297622,0.04167273,0.000008438766,0.00002843178,0.000003142113,0.00002109823,0.001142439,0.4997327,0.0001473983,0.4559583,0.0003847454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853011,0.00773605,0.003144608,0.0001100998,0.0005774598,0.0002675754,0.0001119377,0.00001999035,0.002731144],"genre_scores_gemma":[0.9914463,0.002313557,0.003212169,0.0001986751,0.0004593729,0.000005673836,0.001026965,0.0000476599,0.001289666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4544251,"threshold_uncertainty_score":0.8728915,"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."}}