{"id":"W2046159498","doi":"10.4161/epi.28322","title":"MAGI","year":2014,"lang":"en","type":"article","venue":"Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Center for Advancing Translational Sciences","keywords":"Biology; Annotation; DNA methylation; Computational biology; Statistical power; DNA sequencing; Genome; Methylation; Genetics; Gene; Statistics; Gene expression; Mathematics","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":[0.003853015,0.001237478,0.001179612,0.003357276,0.001374675,0.004086385,0.003529162,0.001634291,0.08749076],"category_scores_gemma":[0.01041788,0.0009185997,0.001265465,0.002307502,0.0005256312,0.002718542,0.003945283,0.002153068,0.09665956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063086,"about_ca_system_score_gemma":0.001987022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185464,"about_ca_topic_score_gemma":0.003383077,"domain_scores_codex":[0.9976973,0.0003902489,0.0001477643,0.0006311319,0.0009000013,0.0002335834],"domain_scores_gemma":[0.9960258,0.001013536,0.0003467461,0.001191067,0.0009606408,0.0004622442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001292448,0.0001209516,0.005499285,0.0009631964,0.0002173899,0.000369056,0.0003993576,0.001483015,0.04513241,0.02389706,0.5693281,0.3512977],"study_design_scores_gemma":[0.00008791254,0.00008761977,0.003198456,0.00007730206,0.0001023484,0.0004873532,0.00003880114,0.007396628,0.02028562,0.01131231,0.9568427,0.0000830267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01157214,0.003008326,0.3613847,0.003662343,0.003603371,0.0005586225,0.09151456,0.3478538,0.1768422],"genre_scores_gemma":[0.07564676,0.002129216,0.4975134,0.004728288,0.001732867,0.001696853,0.2259635,0.04653069,0.1440586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08749076,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005656624754756713,"score_gpt":0.2304030214470766,"score_spread":0.2247463966923199,"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."}}