{"id":"W2764125469","doi":"10.1093/annonc/mdx363.013","title":"Large-scale DNA organization is a prognostic marker of breast cancer survival","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Cancer; Oncology; Internal medicine; Pathology","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":[0.0002442358,0.0001737405,0.0002387845,0.0009681129,0.0002399347,0.0005690595,0.0001993123,0.0002924831,0.002205791],"category_scores_gemma":[0.001294965,0.000131526,0.0001686241,0.001071187,0.0002937476,0.0003974906,0.0003813237,0.0003255249,0.0006320821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525155,"about_ca_system_score_gemma":0.0001264501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004359477,"about_ca_topic_score_gemma":0.0005017087,"domain_scores_codex":[0.9998049,0.00004810304,0.00001601594,0.00005846923,0.00003803497,0.0000345782],"domain_scores_gemma":[0.9981862,0.0004267603,0.0009310938,0.0001376382,0.0001317379,0.0001865608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007460859,0.00006606548,0.9263384,0.0000468482,0.0001638085,0.0001772336,0.0001300382,0.0004609247,0.05897031,0.0002413316,0.0003776322,0.01228121],"study_design_scores_gemma":[0.00001034265,0.0001742401,0.9905491,0.000007746602,0.00006368235,0.0005513703,0.0001897892,0.0008516819,0.005620908,0.0007362405,0.001235526,0.000009407382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963248,0.00115217,0.0009079381,0.0001355506,0.00001399829,0.000004620382,0.0005383677,0.00002421891,0.0008983013],"genre_scores_gemma":[0.9988688,0.0001890059,0.0002057153,0.0000194999,0.00002081335,0.000003431259,0.0003755674,0.000005427003,0.0003117536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205791,"threshold_uncertainty_score":0.007379115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128788480470875,"score_gpt":0.3387420734955627,"score_spread":0.307454188690854,"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."}}