{"id":"W4406091015","doi":"10.58931/cwht.2024.1318","title":"The Treatment of Heavy Menstrual Bleeding in 2024","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; University of Regina","funders":"","keywords":"Menstrual bleeding; Medicine; Intensive care medicine; Obstetrics","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":[0.0002199425,0.0002511346,0.0002297594,0.0007489152,0.0009225088,0.0004154611,0.0002970571,0.00093025,0.01360839],"category_scores_gemma":[0.001073775,0.0001158506,0.0004035304,0.0004232069,0.0002669257,0.0002200954,0.0004751106,0.0008602852,0.001902773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377624,"about_ca_system_score_gemma":0.002627496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0387514,"about_ca_topic_score_gemma":0.07594515,"domain_scores_codex":[0.9998072,0.00003478583,0.00001285737,0.00001304416,0.00007501103,0.00005720585],"domain_scores_gemma":[0.9998646,0.00001646863,0.00002114609,0.000007291604,0.00003719489,0.00005336384],"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":[0.0006577032,0.0002241648,0.0059208,0.0009866292,0.00006592552,0.004838766,0.0003362115,0.0001150183,0.003698542,0.003872944,0.1523815,0.8269017],"study_design_scores_gemma":[0.0003533955,0.0005807938,0.0306775,0.001652797,0.00006424716,0.0166879,0.0003829169,0.000216479,0.001019626,0.001908771,0.9464226,0.00003296426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05836657,0.4773509,0.003118093,0.06454684,0.009642835,0.0007122821,0.001178825,0.000530583,0.384553],"genre_scores_gemma":[0.5186985,0.2593,0.01022104,0.04142717,0.006644701,0.0004167238,0.002402563,0.0001401834,0.1607492],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0387514,"threshold_uncertainty_score":0.0770517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962442780564714,"score_gpt":0.3030615657187218,"score_spread":0.2834371379130746,"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."}}