{"id":"W2892968865","doi":"10.1200/jco.2018.36.30_suppl.73","title":"Underutilization of GnRH analogues (G) and exemestane (E) in young patients with early-stage breast cancer (BC) in Ontario.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Tamoxifen; Exemestane; Breast cancer; Population; Internal medicine; Gynecology; Adjuvant; Oncology; Adjuvant therapy; Stage (stratigraphy); Cancer; Oophorectomy; Surgery; Hysterectomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000723441,0.0001051011,0.0008988087,0.0001758737,0.00001281933,0.000003113312,0.0000706722,0.0001725433,0.000142664],"category_scores_gemma":[0.0001959339,0.00007332777,0.00005822637,0.00018714,0.0004028549,0.0001851401,0.00002537944,0.0005090394,6.435358e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975881,"about_ca_system_score_gemma":0.001187492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01915995,"about_ca_topic_score_gemma":0.4351757,"domain_scores_codex":[0.9980013,0.0001381428,0.001287539,0.0001506218,0.0002528153,0.0001695419],"domain_scores_gemma":[0.9979533,0.0002645311,0.001022967,0.0001051454,0.0005244248,0.0001296067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009040446,0.0006804729,0.9604511,0.00001900456,0.00007977822,0.00005533702,0.0006438312,0.00001852696,0.00002529022,0.00003223979,0.000007087655,0.02894687],"study_design_scores_gemma":[0.01138779,0.005705649,0.9811814,0.0003335757,0.00006313122,0.00005573,0.0001650798,0.00002520055,0.00001712335,0.0001698327,0.0008334347,0.00006204586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982491,0.00009876135,0.000184703,0.0006126315,0.0002869824,0.0001543234,0.000005342314,0.000002669337,0.0004054519],"genre_scores_gemma":[0.9978355,0.0001496486,0.001448848,0.0002593985,0.0001669457,0.000002218525,0.000002355867,0.00001239258,0.0001226807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4160157,"threshold_uncertainty_score":0.9873716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466246384608657,"score_gpt":0.4165806756393048,"score_spread":0.3519182117932182,"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."}}