{"id":"W4322495172","doi":"10.1080/13697137.2023.2178893","title":"Diagnosis and medical management of abnormal premenopausal and postmenopausal bleeding","year":2023,"lang":"en","type":"article","venue":"Climacteric","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Uterine bleeding; Gynecology; Presentation (obstetrics); Postmenopausal women; POSTMENOPAUSAL BLEEDING; Menopause; Hormone therapy; Hysterectomy; Obstetrics; General surgery; Surgery; Breast cancer; Internal medicine; Cancer; Endometrial 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218283,0.0002051559,0.0005724063,0.001819466,0.0005182444,0.000656687,0.0004355695,0.000598099,0.002812292],"category_scores_gemma":[0.006338579,0.0001010104,0.0005248614,0.001090107,0.0003371622,0.0005322301,0.0004839404,0.0008129934,0.0005419772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007608699,"about_ca_system_score_gemma":0.002202433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227971,"about_ca_topic_score_gemma":0.006878929,"domain_scores_codex":[0.9989987,0.0003537052,0.0002269774,0.0000645157,0.0002743744,0.00008173472],"domain_scores_gemma":[0.9986122,0.0006051377,0.000377474,0.00003988998,0.0002735603,0.00009168919],"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":[0.0003508489,0.000213829,0.02431965,0.01617082,0.0002324354,0.001452472,0.0004789907,0.0002662467,0.0006082103,0.002512444,0.02820531,0.9251889],"study_design_scores_gemma":[0.0004954903,0.001325163,0.2068077,0.1216725,0.001770428,0.02635049,0.003886831,0.001043405,0.001916415,0.01115532,0.6234702,0.000106008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01829788,0.9450009,0.001546013,0.01064856,0.0005996404,0.0003071128,0.0005119248,0.00005654202,0.02303146],"genre_scores_gemma":[0.202875,0.7769498,0.009289231,0.005607917,0.001485574,0.0003087014,0.0009274403,0.00001823436,0.002538097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003227971,"threshold_uncertainty_score":0.009408057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354647032342565,"score_gpt":0.2976270007054242,"score_spread":0.2740805303819986,"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."}}