{"id":"W2336263598","doi":"10.1158/1557-3125.advbc-a022","title":"Abstract A022: The use of LN status on developing prognostic gene signatures for ER+ breast cancer","year":2013,"lang":"en","type":"article","venue":"Molecular Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Breast cancer; Medicine; Tamoxifen; Oncology; Estrogen receptor; Internal medicine; Cancer; Lymph node; Disease; Stage (stratigraphy); Male breast cancer; Cohort; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009984956,0.0004600787,0.0004803492,0.001011742,0.0002642953,0.0007948448,0.0003411573,0.0003525112,0.001526956],"category_scores_gemma":[0.001875515,0.0001066859,0.0004463245,0.001232213,0.0001538432,0.0002772749,0.000521336,0.0003537688,0.0006714749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003751195,"about_ca_system_score_gemma":0.0007116253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754204,"about_ca_topic_score_gemma":0.003482443,"domain_scores_codex":[0.9995153,0.0001401922,0.00004452248,0.0001403673,0.0001034261,0.00005614915],"domain_scores_gemma":[0.9990446,0.0003290465,0.0002063084,0.00007761897,0.0002060067,0.0001364462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002829242,0.0004522235,0.8605589,0.0003312806,0.000456534,0.0001528743,0.00007781821,0.004003964,0.0386555,0.0001595055,0.007307878,0.08501421],"study_design_scores_gemma":[0.000161126,0.001557825,0.9383659,0.00005609001,0.0004685658,0.000635593,0.0001485758,0.0314083,0.01980865,0.0004132067,0.006922811,0.00005344108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759107,0.001077238,0.003430577,0.0004006512,0.00004623488,0.00009391721,0.016913,0.0002153805,0.001912315],"genre_scores_gemma":[0.9674841,0.00036225,0.008272059,0.0001556806,0.00004910391,0.0001548499,0.02243993,0.00002202905,0.001060064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754204,"threshold_uncertainty_score":0.005280614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0813621773948009,"score_gpt":0.3748376556643549,"score_spread":0.293475478269554,"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."}}