{"id":"W2950065662","doi":"10.1016/j.clbc.2019.05.020","title":"Efficacy of Neoadjuvant Endocrine Therapy Versus Neoadjuvant Chemotherapy in ER-positive Breast Cancer: Results From a Prospective Institutional Database","year":2019,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Waterloo; BC Cancer Agency","funders":"AbbVie","keywords":"Medicine; Breast cancer; Oncology; Neoadjuvant therapy; Chemotherapy; Endocrine system; Internal medicine; Prospective cohort study; Cancer; Hormone","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"],"consensus_categories":[],"category_scores_codex":[0.0002275194,0.0004408738,0.0007483329,0.00006806952,0.00007521135,0.00001729937,0.0003668745,0.0002020846,0.0003109042],"category_scores_gemma":[0.00007850523,0.0003709947,0.0002913825,0.0002673978,0.000479195,0.00002677574,0.0002184306,0.0003291338,0.00002618791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546144,"about_ca_system_score_gemma":0.0006866534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007506226,"about_ca_topic_score_gemma":0.001367591,"domain_scores_codex":[0.9969378,0.0001457515,0.0008889759,0.00120367,0.0003403071,0.0004834844],"domain_scores_gemma":[0.998095,0.0002982298,0.0003976614,0.0007372392,0.0003060527,0.0001658409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1553131,0.002945827,0.5998162,0.0000270742,0.002191525,0.00004406678,0.0003978671,0.0005162841,0.02041876,0.0001496693,0.001137119,0.2170425],"study_design_scores_gemma":[0.04911478,0.0003935175,0.9392409,0.000315368,0.00006726314,0.00002288967,0.00007454716,0.00004584115,0.008347556,0.0000287855,0.001945663,0.0004028286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744583,0.003096897,0.00002004663,0.003285452,0.001249208,0.0008859942,0.01654921,0.00002508099,0.000429841],"genre_scores_gemma":[0.9887321,0.008110774,0.0001780568,0.0006065779,0.001170169,0.0002032667,0.0008645486,0.00004813925,0.0000863609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3394248,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355805625987814,"score_gpt":0.3440890142804898,"score_spread":0.3205309580206116,"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."}}