{"id":"W3048906986","doi":"10.1016/j.jmig.2020.08.001","title":"The Efficacy of Vaginal Laser and Other Energy-based Treatments on Genital Symptoms in Postmenopausal Women: A Systematic Review and Meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Minimally Invasive Gynecology","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Sexual function; Meta-analysis; Randomized controlled trial; Confidence interval; Vagina; MEDLINE; Gynecology; Obstetrics; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008925698,0.0006475462,0.0104422,0.000653258,0.00007596733,0.00002503391,0.0002204386,0.0002531553,0.0001636919],"category_scores_gemma":[0.001804308,0.0003100752,0.0004878208,0.0005703209,0.0001652889,0.00004493397,0.00005410494,0.0004328917,0.000007053363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004979988,"about_ca_system_score_gemma":0.001375965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001433052,"about_ca_topic_score_gemma":0.00004742365,"domain_scores_codex":[0.9948425,0.001295715,0.002557132,0.0003950105,0.0004441243,0.0004655592],"domain_scores_gemma":[0.9897603,0.005843385,0.00325358,0.0004141397,0.0002197804,0.0005088148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008582947,0.001572269,0.000113414,0.5097879,0.4787879,0.002892273,0.0002369079,0.000001170044,0.000005027455,0.00005017858,0.0001361864,0.00555853],"study_design_scores_gemma":[0.004661904,0.02703618,0.0001695567,0.01967623,0.9342301,0.0009112889,0.00003460389,9.318651e-7,0.000002502983,0.00001183413,0.01302518,0.0002396472],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003570133,0.9933059,7.106986e-7,0.0007987402,0.00004622206,0.002079979,0.0001300208,0.000003970571,0.00006437727],"genre_scores_gemma":[0.003834728,0.991944,0.00009614872,0.003575561,0.00003507012,0.000289343,0.00001653285,0.000054398,0.0001541746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4901116,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05632269272779978,"score_gpt":0.3491011652078549,"score_spread":0.2927784724800552,"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."}}