{"id":"W2165463477","doi":"10.3747/co.v17i1.473","title":"Management of Hot Flashes in Women with Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Discontinuation; Breast cancer; Adjuvant; Hormonal therapy; Hormone therapy; Cancer; Oncology; Hormone; Internal medicine; Intensive care medicine; Bioinformatics; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00009582131,0.0000911645,0.0001313403,0.00003621693,0.00001492112,0.000002444952,0.0001117783,0.0001238681,0.00003900331],"category_scores_gemma":[0.000002003967,0.0000692226,0.00002100546,0.00008049818,0.00009932227,0.000001687354,0.00006200236,0.0001756456,0.00000469721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002503118,"about_ca_system_score_gemma":0.00006415213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007690406,"about_ca_topic_score_gemma":0.00004148226,"domain_scores_codex":[0.9994096,0.000028633,0.0001169576,0.0001844282,0.00005612916,0.0002042409],"domain_scores_gemma":[0.9996955,0.000005028818,0.00005819919,0.0001532562,0.0000321402,0.00005588206],"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":[0.002196912,0.001033911,0.05976475,0.0002073295,0.0002678607,0.00005239927,0.0002752239,0.00005966597,0.4114325,0.0003826939,0.001334113,0.5229926],"study_design_scores_gemma":[0.008257051,0.002971246,0.5629666,0.0002629916,0.0001189228,0.0002022954,0.0005838181,0.00007959634,0.1187369,0.0001234744,0.3049858,0.000711265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971192,0.0009300997,0.00001149416,0.0001012439,0.000407963,0.000147581,0.000009939296,0.000004720891,0.001267758],"genre_scores_gemma":[0.9985054,0.001046383,0.0001503591,0.00001810031,0.0000832303,0.00009235556,0.00001141574,0.000009808633,0.00008291935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222813,"threshold_uncertainty_score":0.2822816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320492560613222,"score_gpt":0.3171124231656517,"score_spread":0.3039074975595195,"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."}}