{"id":"W4387021746","doi":"10.20944/preprints202309.1520.v1","title":"New Comprehension on Polycystic Ovary Syndrome and Sexual Function: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Preprints.org","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orgasm; Polycystic ovary; Sexual function; Medicine; Meta-analysis; Overweight; Sexual dysfunction; Clinical psychology; Internal medicine; Gynecology; Body mass index; Obesity; Insulin resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008874836,0.002100178,0.01545231,0.007077491,0.0006860963,0.003019834,0.002051545,0.001932446,0.004887727],"category_scores_gemma":[0.02523717,0.001103545,0.02154675,0.007805726,0.0006748424,0.001901876,0.001383399,0.001417272,0.0002839066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107743,"about_ca_system_score_gemma":0.004330314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006433443,"about_ca_topic_score_gemma":0.01893091,"domain_scores_codex":[0.9940142,0.00213978,0.002168377,0.0006872269,0.0007629424,0.0002275147],"domain_scores_gemma":[0.9838545,0.01159504,0.002759864,0.0003744359,0.001172642,0.0002436108],"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":[0.001133467,0.00003564594,0.005258452,0.6510603,0.3212458,0.0001994913,0.0001085903,0.0003179857,0.0002479837,0.0001526937,0.0008623461,0.01937721],"study_design_scores_gemma":[0.0005006738,0.0002119805,0.007148523,0.06651232,0.9217515,0.0002126142,0.00007492599,0.0001462466,0.0001160189,0.0002280554,0.003067555,0.00002950562],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002662758,0.9959817,0.0002588144,0.000172147,0.00008661328,0.0001827265,0.000464089,0.0000129236,0.0001781476],"genre_scores_gemma":[0.09052323,0.9053137,0.001305916,0.0008521383,0.0002223596,0.0008007595,0.0007298156,0.00001389125,0.0002381465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01545231,"threshold_uncertainty_score":0.04693514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4383969000754066,"score_gpt":0.4336427783356177,"score_spread":0.004754121739788897,"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."}}