{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1146463,0.001921465,0.003575082,0.00437849,0.00905217,0.02279223,0.009375636,0.0543594,0.02619494],"category_scores_gemma":[0.2170671,0.002178668,0.004599626,0.002887579,0.01030429,0.02685137,0.02671639,0.06342201,0.01566506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008661095,"about_ca_system_score_gemma":0.07780706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004918816,"about_ca_topic_score_gemma":0.01415421,"domain_scores_codex":[0.8923631,0.05948164,0.01134638,0.004651848,0.02310664,0.009050405],"domain_scores_gemma":[0.5720491,0.2167567,0.01630026,0.01930136,0.08686413,0.08872844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001000557,0.0007225856,0.001369936,0.002277362,0.000101743,0.001424271,0.004861833,0.0003741967,0.001018547,0.006711473,0.7815865,0.1994515],"study_design_scores_gemma":[0.0001485719,0.0002173863,0.001791451,0.007420344,0.00008635219,0.001220254,0.008943549,0.0003594448,0.0004522663,0.0177065,0.9614241,0.0002297936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005364381,0.006102496,0.003613762,0.9731802,0.01046229,0.0002228243,0.00006062109,0.0003577438,0.005463589],"genre_scores_gemma":[0.01529549,0.03055203,0.08411505,0.8406985,0.01788956,0.001265857,0.000386563,0.0004981136,0.009298922],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1146463,"threshold_uncertainty_score":0.6063149,"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."}}