{"id":"W4213309921","doi":"10.1007/s43032-022-00877-3","title":"A Call-to-Action for Clinicians to Implement Evidence-Based Best Practices When Caring for Women with Uterine Fibroids","year":2022,"lang":"en","type":"article","venue":"Reproductive Sciences","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto; McMaster University","funders":"AbbVie","keywords":"Medicine; Uterine fibroids; Psychological intervention; Hysterectomy; Call to action; Health care; Best practice; Reproductive medicine; Ulipristal acetate; Pelvic pain; Infertility; Intensive care medicine; Gynecology; Nursing; Pregnancy; Surgery; Family planning; Population","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":[0.001393516,0.0001506441,0.0002625373,0.0001817721,0.0005906604,0.00006295511,0.0001664456,0.00001285945,0.00007327091],"category_scores_gemma":[0.0007182246,0.0001128832,0.00005118288,0.0004442816,0.00005838769,0.0002941336,0.0001250984,0.0000653253,0.000003856065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159783,"about_ca_system_score_gemma":0.0003816546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006579901,"about_ca_topic_score_gemma":0.0001333449,"domain_scores_codex":[0.9978699,0.00004606312,0.000238507,0.0009919105,0.000440023,0.0004135838],"domain_scores_gemma":[0.998804,0.0001983429,0.0002438151,0.0003895916,0.0002079388,0.0001562767],"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":[0.05413431,0.005314561,0.3017678,0.002018472,0.001693261,0.0001787605,0.03501094,0.01335491,0.1751255,0.0008617517,0.01266115,0.3978786],"study_design_scores_gemma":[0.004770832,0.118548,0.04448425,0.0003899702,0.0003562107,0.0002054201,0.01940047,0.001018578,0.0300384,0.0004332732,0.7796099,0.0007446536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633756,0.00007265025,0.00242824,0.0302868,0.0003264313,0.003231749,0.00007960092,0.0000424391,0.0001564723],"genre_scores_gemma":[0.9523066,0.000005974319,0.03911786,0.0007661861,0.0004020923,0.003920448,0.000009357513,0.00001902713,0.003452507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7669488,"threshold_uncertainty_score":0.4603244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676239697124461,"score_gpt":0.4682503956913601,"score_spread":0.2006264259789141,"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."}}