{"id":"W2166466845","doi":"10.1186/gm325","title":"DNA methylation signatures for breast cancer classification and prognosis","year":2012,"lang":"en","type":"review","venue":"Genome Medicine","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; William Osler Health System","funders":"National Cancer Institute; Ministère du Développement Économique, de l’Innovation et de l’Exportation; McGill University; Canadian Institute for Advanced Research","keywords":"DNA methylation; Breast cancer; Biology; Methylation; Cancer; Epigenetics; Gene; Computational biology; Genetics; 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":[0.001321978,0.0008464306,0.001430935,0.002658435,0.0002215034,0.0006774224,0.001039164,0.00113861,0.001973417],"category_scores_gemma":[0.002092368,0.0002780957,0.0004536555,0.001822243,0.0006687912,0.0009034227,0.0005666551,0.001868166,0.001735819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225948,"about_ca_system_score_gemma":0.0008846873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025117,"about_ca_topic_score_gemma":0.002693563,"domain_scores_codex":[0.9996525,0.00009120193,0.0000450778,0.0000720801,0.000117334,0.00002176845],"domain_scores_gemma":[0.9993902,0.0002684262,0.00007729098,0.00001965387,0.0002081819,0.00003617605],"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":[0.00006511144,0.00003161895,0.0008323708,0.003571486,0.0001086179,0.0001157944,0.00003624609,0.0005094376,0.001086766,0.003271941,0.02681301,0.9635577],"study_design_scores_gemma":[0.00002568623,0.0001156858,0.00501385,0.004544418,0.000240827,0.002840956,0.00008698915,0.0005805737,0.001635281,0.007466205,0.977391,0.00005854083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001489227,0.9973374,0.0005452892,0.0008211657,0.0002601537,0.000005686134,0.00003308039,0.00001210238,0.0008360917],"genre_scores_gemma":[0.00200184,0.9953578,0.0009867244,0.0003671416,0.0004004874,0.00001190328,0.00006220727,0.000003868275,0.0008079588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002658435,"threshold_uncertainty_score":0.00889492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07203070509389865,"score_gpt":0.3632102184836439,"score_spread":0.2911795133897452,"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."}}