{"id":"W4402990172","doi":"10.1039/9781837674916-00109","title":"Epigenomic Sequencing Technologies","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto; University Health Network","funders":"","keywords":"Epigenomics; Computer science; Computational biology; Biology; Genetics; DNA methylation","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":[0.001000608,0.0009361985,0.0006419246,0.002064526,0.0005295582,0.001800641,0.001320833,0.001503219,0.05589851],"category_scores_gemma":[0.001016474,0.0005717191,0.000479752,0.001738782,0.0005580973,0.00184246,0.001648313,0.002271898,0.03349495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000717776,"about_ca_system_score_gemma":0.0006592231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006629331,"about_ca_topic_score_gemma":0.001616088,"domain_scores_codex":[0.9993953,0.000103143,0.00002328369,0.0001242752,0.0003226447,0.00003144928],"domain_scores_gemma":[0.9995122,0.0002227047,0.00002495372,0.00005891752,0.0001272905,0.00005403154],"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":[0.000126502,0.00005986562,0.0004053846,0.00130354,0.0000430648,0.0004438268,0.0003263755,0.001013156,0.07201497,0.07866219,0.256825,0.5887761],"study_design_scores_gemma":[0.00000686715,0.00001972528,0.0002216848,0.0001077099,0.000009562768,0.000795418,0.0000289213,0.0005096201,0.01522222,0.0106559,0.9724036,0.00001886467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005134179,0.1107836,0.4337545,0.006416316,0.004750658,0.000549087,0.008625797,0.00889778,0.4210882],"genre_scores_gemma":[0.01814692,0.09012717,0.2286599,0.006734381,0.001251295,0.000962012,0.01075487,0.002923189,0.6404402],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05589851,"threshold_uncertainty_score":0.1869991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770891041471729,"score_gpt":0.2403536281331335,"score_spread":0.2226447177184162,"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."}}