{"id":"W2169649287","doi":"10.1056/nejmoa1412379","title":"Adjuvant Ovarian Suppression in Premenopausal Breast Cancer","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":727,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Tamoxifen; Breast cancer; Medicine; Adjuvant; Oncology; Internal medicine; Estrogen; Ovarian cancer; Antiestrogen; Estrogen receptor; Cancer; Hormone; Gynecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003349709,0.0001118994,0.0002439902,0.00006017658,0.00002442183,0.000003262296,0.0001069328,0.00004886548,0.00009265744],"category_scores_gemma":[0.00008269761,0.00006951979,0.00002534175,0.00005700019,0.00005010375,0.000004401358,0.00003216379,0.0001101221,7.903248e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002580947,"about_ca_system_score_gemma":0.00007896929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003392163,"about_ca_topic_score_gemma":0.0003449802,"domain_scores_codex":[0.9992154,0.00007464422,0.000263026,0.0001172256,0.0001836184,0.0001460349],"domain_scores_gemma":[0.9995075,0.00002477874,0.0001542866,0.0001138584,0.00008626041,0.0001132737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003574989,0.0001604735,0.2374901,0.00003818345,0.0002544376,0.00006191979,0.0009586682,0.0002534252,0.2309143,0.00007372439,0.0318593,0.4943605],"study_design_scores_gemma":[0.07056421,0.001582001,0.7991382,0.0007396768,0.0001604476,0.001137662,0.0001308581,0.00002956444,0.01012124,0.0004004906,0.1157847,0.000210867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715285,0.004785634,0.0008902749,0.0202312,0.001214085,0.00009682189,0.00001227518,0.000004554736,0.001236678],"genre_scores_gemma":[0.9935287,0.0007092947,0.0001632851,0.0003281474,0.005139668,0.000001917958,0.000007168062,0.00001041082,0.0001114253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5616481,"threshold_uncertainty_score":0.2834935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008451759921125611,"score_gpt":0.2675762164716466,"score_spread":0.259124456550521,"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."}}