{"id":"W1988165317","doi":"10.3816/sct.2007.n.009","title":"Tamoxifen-Associated Hot Flashes in Women","year":2007,"lang":"en","type":"article","venue":"Supportive Cancer Therapy","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Hot flash; Medicine; Menopause; Tamoxifen; Vasomotor; Postmenopausal women; Incidence (geometry); Gynecology; Breast cancer; Internal medicine; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005606028,0.000194732,0.0003965703,0.0001554303,0.00005521991,0.00000961646,0.00005776889,0.000107467,0.002090145],"category_scores_gemma":[0.00005062985,0.000148256,0.00001657748,0.000348654,0.00005317898,0.00008007828,0.000009116155,0.000187543,0.00004355947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203107,"about_ca_system_score_gemma":0.0003985765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007705679,"about_ca_topic_score_gemma":0.0004387746,"domain_scores_codex":[0.998243,0.0000398497,0.0003856247,0.000270744,0.0002614475,0.0007992707],"domain_scores_gemma":[0.9990986,0.00006238329,0.0001537486,0.0001923633,0.0001040473,0.0003888312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01406576,0.001921785,0.7139709,0.0001008902,0.0008423896,0.001011145,0.01386599,0.000002051882,0.03361131,0.0000542707,0.006340591,0.2142129],"study_design_scores_gemma":[0.01305476,0.003613933,0.9488561,0.0001447984,0.00001883909,0.00000630231,0.0003393132,0.000002688094,0.009277573,0.0002729159,0.02423338,0.0001794089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930252,0.002014033,0.000009220451,0.0009996798,0.0002511289,0.0006800329,0.00003339032,0.00005598403,0.002931327],"genre_scores_gemma":[0.9888821,0.002101091,0.00003673922,0.00572039,0.0001253369,0.0001271822,0.00002760077,0.00003626242,0.002943331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348852,"threshold_uncertainty_score":0.9988221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503397353290462,"score_gpt":0.3754489656837449,"score_spread":0.3304149921508403,"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."}}