{"id":"W4378389133","doi":"10.1080/17446651.2023.2216294","title":"Bone health and prevalent fractures in women with polycystic ovary syndrome: a meta-analysis and endocrine-context pathophysiology review","year":2023,"lang":"en","type":"review","venue":"Expert Review of Endocrinology & Metabolism","topic":"Ovarian function and disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"University of British Columbia","keywords":"Polycystic ovary; Medicine; Context (archaeology); Hyperandrogenism; Bone mineral; Internal medicine; Endocrinology; Osteoporosis; Physiology; Diabetes mellitus; Insulin resistance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003082575,0.0013141,0.005474281,0.002753752,0.0003418957,0.001632381,0.001271057,0.001479194,0.004368813],"category_scores_gemma":[0.009427566,0.0005946709,0.009123228,0.003768898,0.0003147871,0.000675295,0.0007313176,0.0009773262,0.0002762456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008908015,"about_ca_system_score_gemma":0.002222747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00569995,"about_ca_topic_score_gemma":0.01113252,"domain_scores_codex":[0.9985833,0.0004969704,0.0003396407,0.0002572266,0.0002464451,0.00007647171],"domain_scores_gemma":[0.9936721,0.005025077,0.0007063868,0.0001094255,0.0004157365,0.00007129071],"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":[0.001752675,0.00006617218,0.02045946,0.6063731,0.187565,0.0004585351,0.0001741397,0.000950124,0.00044287,0.0009114955,0.01083633,0.1700101],"study_design_scores_gemma":[0.0005339962,0.0005069535,0.05494685,0.2108109,0.6691542,0.001707929,0.0002509256,0.00075405,0.0003496063,0.00252642,0.05834643,0.0001117985],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008037842,0.9985286,0.00007168198,0.0002282491,0.00007908899,0.0000117792,0.0001535196,0.000004449674,0.0001188485],"genre_scores_gemma":[0.02159283,0.9770656,0.0002546724,0.0004281878,0.0002387947,0.00004034502,0.0002672694,0.000004511089,0.0001078954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00569995,"threshold_uncertainty_score":0.01630241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878455218578463,"score_gpt":0.3722225153401743,"score_spread":0.3234379631543896,"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."}}