{"id":"W2091569809","doi":"10.1093/annonc/mdt082.1","title":"Genomic Analysis of Drug Resistant Triple Negative Breast Cancers: A Translational Biopsy Study","year":2013,"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":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Royal Victoria Hospital; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Medicine; Chemotherapy; Breast cancer; Comparative genomic hybridization; Biopsy; Cancer research; PTEN; Somatic evolution in cancer; Gene expression profiling; Triple-negative breast cancer; Oncology; Pathology; Cancer; Internal medicine; Gene; Gene expression; Chromosome; Biology; Genetics","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":[0.0005160632,0.0002774119,0.0002281242,0.0006719221,0.0004287737,0.0004893848,0.0002565349,0.0003990162,0.001917491],"category_scores_gemma":[0.001072919,0.0001567758,0.0002251551,0.000475015,0.0004358164,0.0002394767,0.0004381316,0.0003463969,0.0002665373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730037,"about_ca_system_score_gemma":0.0003280828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114563,"about_ca_topic_score_gemma":0.001390218,"domain_scores_codex":[0.9997044,0.0001010905,0.00001500016,0.00007449419,0.00005740774,0.00004756311],"domain_scores_gemma":[0.9996591,0.0001067982,0.00006299913,0.00004250183,0.00006956961,0.00005901617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003057973,0.0006245095,0.5449,0.0002012249,0.0002653662,0.006353164,0.001281173,0.0004460007,0.376846,0.001053252,0.001030229,0.0639411],"study_design_scores_gemma":[0.000106078,0.001950479,0.9512024,0.00003327755,0.0003181927,0.01208882,0.001633493,0.0006557158,0.02628997,0.000738824,0.004966035,0.00001673013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969241,0.0006297857,0.0007109263,0.0001858299,0.000007608274,0.00003420278,0.0003413782,0.00001148017,0.001154634],"genre_scores_gemma":[0.9975865,0.0005934584,0.0006976497,0.0001719114,0.00001795516,0.0000198849,0.0004209248,0.00001129225,0.0004804401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001917491,"threshold_uncertainty_score":0.006414592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608155145834967,"score_gpt":0.3218725377677426,"score_spread":0.2957909863093929,"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."}}