{"id":"W2498518962","doi":"10.1016/b978-0-12-396967-5.00013-x","title":"Breast Cancer Genomics","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Genomics; Breast cancer; Cancer; Computational biology; Medicine; Biology; Oncology; Genetics; Genome; 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":[0.0003855393,0.0007456597,0.0005161111,0.001219458,0.0004255106,0.00170426,0.0006039911,0.0008947481,0.1290426],"category_scores_gemma":[0.0004287231,0.0003616194,0.0003037957,0.001207461,0.0003836486,0.001005899,0.001169059,0.001571129,0.08584704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008883651,"about_ca_system_score_gemma":0.0008187887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062087,"about_ca_topic_score_gemma":0.005239277,"domain_scores_codex":[0.9998305,0.00001855348,0.000004759794,0.00003549081,0.00008863295,0.00002205352],"domain_scores_gemma":[0.9999065,0.0000231937,0.000005071531,0.00001571091,0.00002516548,0.00002427192],"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":[0.00002018304,0.00003421187,0.0001253627,0.0002074082,0.000006265922,0.00008884061,0.00007759628,0.000189471,0.0039369,0.02079882,0.3616792,0.6128358],"study_design_scores_gemma":[0.000002844828,0.000005685906,0.0002331745,0.00007831684,0.000003026993,0.0001885149,0.00001652226,0.00007965827,0.0005915639,0.004962021,0.9938359,0.000002856039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001193084,0.0461476,0.01283167,0.005045764,0.0016788,0.00007220926,0.001317907,0.001700755,0.9300122],"genre_scores_gemma":[0.003958734,0.0243092,0.006038228,0.001616987,0.0004568397,0.00006102859,0.001411497,0.0003483915,0.9617991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1290426,"threshold_uncertainty_score":0.4316903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008215975870433531,"score_gpt":0.2222128055295569,"score_spread":0.2139968296591234,"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."}}