{"id":"W2075804585","doi":"10.1007/s10549-006-9401-y","title":"Identifying menopause in breast cancer patients: considerations and implications","year":2006,"lang":"en","type":"review","venue":"Breast Cancer Research and Treatment","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Comprehensive Cancer Network","keywords":"Tamoxifen; Medicine; Breast cancer; Menopause; Oncology; Aromatase; Internal medicine; Cancer; Gynecology; Hormone therapy; Adjuvant therapy; Etiology; Disease","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":[0.0001175694,0.0003142785,0.0004862986,0.0002035719,0.0002680222,0.0001104403,0.00007578314,0.0002643202,0.00002362712],"category_scores_gemma":[0.000005889407,0.000233898,0.00007848156,0.0002098166,0.0001842319,0.000009142258,0.0001255965,0.0002285193,0.000004881198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883072,"about_ca_system_score_gemma":0.0005299806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003316017,"about_ca_topic_score_gemma":0.001527933,"domain_scores_codex":[0.9983119,0.0001803001,0.0002980245,0.0006149501,0.0001558733,0.0004389913],"domain_scores_gemma":[0.9992532,0.00005213621,0.00008791976,0.0002698113,0.0001521353,0.0001848003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007917495,0.0008631158,0.008374696,0.001321654,0.000759671,0.00002947715,0.00004717425,0.000002126632,0.0002278051,0.0002406198,0.002558651,0.9854958],"study_design_scores_gemma":[0.008810634,0.001762811,0.09310401,0.01167513,0.001791096,0.001688787,0.00007335298,0.000006520676,0.000311736,0.0006783916,0.8779445,0.002153065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009951308,0.986325,7.247393e-7,0.0003384562,0.00004410805,0.00110635,0.002076711,0.000008413883,0.0001489615],"genre_scores_gemma":[0.01434792,0.9826246,0.00001667875,0.0000121218,0.0001577783,0.001874536,0.0006078053,0.00004186263,0.0003167332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833428,"threshold_uncertainty_score":0.9538083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255167148494908,"score_gpt":0.4018540546695704,"score_spread":0.3493023831846213,"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."}}