{"id":"W2915328041","doi":"10.1200/jco.18.02433","title":"Adjuvant Systemic Treatment of Premenopausal Women With Hormone Receptor–Positive Early Breast Cancer: Lights and Shadows","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; Ipsen; Pfizer; Breast Cancer Research Foundation","keywords":"Medicine; Adjuvant; Breast cancer; Oncology; Hormone receptor; Internal medicine; Cancer; Systemic therapy; 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":[0.0003747501,0.0001929606,0.00113053,0.00004269816,0.00003029963,0.000006146365,0.0001146595,0.0002271291,0.00002631712],"category_scores_gemma":[0.0000314552,0.0001178008,0.000109898,0.0000559837,0.0001921833,0.0000110043,0.00005243827,0.0001299305,0.000004618119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217045,"about_ca_system_score_gemma":0.0006424358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309104,"about_ca_topic_score_gemma":0.00006460462,"domain_scores_codex":[0.9981641,0.0002079198,0.0009504023,0.0002638659,0.0001814054,0.0002323408],"domain_scores_gemma":[0.9978953,0.000170859,0.001206844,0.0001753289,0.0003601163,0.0001915298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05051002,0.002871546,0.7201439,0.0000684711,0.006031156,0.00009759826,0.001613883,0.00004374838,0.07280375,0.00003577536,0.0006871451,0.145093],"study_design_scores_gemma":[0.01213973,0.06385086,0.9153467,0.0001519565,0.0003458442,0.0005691711,0.0004339775,0.00000185277,0.002213459,0.00001756265,0.004744282,0.0001845554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929178,0.005352233,0.00001024308,0.0007473974,0.0003431197,0.0002556377,0.00008182199,0.000002715806,0.0002890106],"genre_scores_gemma":[0.9906566,0.008180751,0.0002957856,0.00009350322,0.0005627154,0.00002464759,0.000004371897,0.00001763457,0.0001639965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1952029,"threshold_uncertainty_score":0.4803776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096279745166045,"score_gpt":0.3393548178000362,"score_spread":0.3183920203483758,"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."}}