{"id":"W2162584202","doi":"10.1186/bcr3462","title":"Estrogen receptor negative/progesterone receptor positive breast cancer is not a reproducible subtype","year":2013,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"National Cancer Institute","keywords":"Progesterone receptor; Breast cancer; Estrogen receptor; Medicine; Oncology; Internal medicine; Estrogen; Cancer; Biomarker; Surgical oncology; Tissue microarray; Cancer research; Gynecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004975178,0.0005021957,0.0004609021,0.0001757084,0.0004785803,0.0001446056,0.0006175606,0.0002689444,0.004508314],"category_scores_gemma":[0.00007405024,0.0004466952,0.0001835135,0.0007122315,0.0006003508,0.00004253552,0.0006511112,0.0004664207,0.0008509121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005624457,"about_ca_system_score_gemma":0.0008215103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03093214,"about_ca_topic_score_gemma":0.0005435076,"domain_scores_codex":[0.9953087,0.0003406556,0.000405109,0.001751693,0.0008802656,0.001313585],"domain_scores_gemma":[0.9963592,0.00006599732,0.0001649206,0.001185269,0.001826489,0.0003981835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003895658,0.0005799248,0.1174707,0.0001429137,0.001615425,0.000008563641,0.00110406,0.00001507011,0.5542606,0.0001322177,0.198237,0.1225379],"study_design_scores_gemma":[0.002612633,0.000324865,0.5271891,0.0003206545,0.00007757966,0.0001599812,0.0006449693,0.000010857,0.4528547,0.00009704684,0.0148327,0.0008749121],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401031,0.005147909,0.000008520245,0.04617965,0.000448136,0.001606109,0.005728713,0.00006950022,0.0007084241],"genre_scores_gemma":[0.9850274,0.003577279,0.0004204076,0.00100401,0.002094463,0.003592576,0.0002260038,0.0001488632,0.003908971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4097184,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499043794545057,"score_gpt":0.3461283579483459,"score_spread":0.3111379200028953,"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."}}