{"id":"W4239156209","doi":"10.21203/rs.2.18574/v1","title":"Distinctions between sex and time in patterns of DNA methylation across puberty","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; Jacobs Foundation","keywords":"DNA methylation; Biology; Computational biology; Psychology; Evolutionary biology; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219435,0.0001084985,0.0001848443,0.0004473506,0.0001905361,0.0003787137,0.0001654772,0.0002059764,0.002558064],"category_scores_gemma":[0.0007603499,0.0001284792,0.0001765881,0.000374664,0.0002387312,0.0002185907,0.0003038606,0.0002805917,0.0002468078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063282,"about_ca_system_score_gemma":0.0001708348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158113,"about_ca_topic_score_gemma":0.003035254,"domain_scores_codex":[0.9997925,0.00002979216,0.000008893503,0.00009680824,0.0000322343,0.00003978875],"domain_scores_gemma":[0.9995901,0.0001148629,0.0001407909,0.00003049507,0.00006649635,0.00005715624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008318631,0.00006554332,0.5830774,0.0002085415,0.0002886237,0.0001896693,0.001447056,0.0007075996,0.3663227,0.001358402,0.0006729399,0.04482979],"study_design_scores_gemma":[0.000004570853,0.00009381738,0.983937,0.00001348924,0.00003278159,0.0001523939,0.0003724877,0.0008531326,0.01251619,0.000704716,0.001310285,0.000009081907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923079,0.001011844,0.003966087,0.00009104173,0.00001599463,0.00001438299,0.001095317,0.00004579245,0.001451629],"genre_scores_gemma":[0.9975467,0.0001993491,0.0009619642,0.0000434574,0.000008280269,0.00001656137,0.0004111479,0.00001714526,0.0007952728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002558064,"threshold_uncertainty_score":0.008557558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884970211324092,"score_gpt":0.3949483865555037,"score_spread":0.3460986844422628,"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."}}