{"id":"W4410970955","doi":"10.1186/s12991-025-00574-w","title":"Suicide risk in persons with polycystic ovarian syndrome: a systematic review","year":2025,"lang":"en","type":"review","venue":"Annals of General Psychiatry","topic":"Ovarian function and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"National Institute of Mental Health; Health Resources and Services Administration; Canadian Institutes of Health Research; Substance Abuse and Mental Health Services Administration; National Institutes of Health; National University of Singapore; H. Lundbeck A/S; University of Toronto; Sunovion; Allergan; Patient-Centered Outcomes Research Institute","keywords":"Suicidal ideation; Medicine; Psychiatry; Hyperandrogenism; Polycystic ovary; Depression (economics); Comorbidity; Population; Poison control; Bipolar disorder; Major depressive disorder; Suicide prevention; Internal medicine; Medical emergency; Mood; Insulin resistance; Obesity","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":[0.003339699,0.0007772149,0.004634036,0.007388952,0.000444317,0.001479829,0.001090911,0.001296751,0.002562452],"category_scores_gemma":[0.02203976,0.0006402371,0.005167454,0.007592247,0.0004974441,0.001392831,0.001084174,0.0007866552,0.0001282847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181214,"about_ca_system_score_gemma":0.00507606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007639057,"about_ca_topic_score_gemma":0.01920036,"domain_scores_codex":[0.9963551,0.001060335,0.001604011,0.0002947477,0.0005691134,0.0001166909],"domain_scores_gemma":[0.9833598,0.01091749,0.00400484,0.0002031315,0.001281587,0.000232993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002276228,0.00001627814,0.007502954,0.941191,0.01162758,0.0002303283,0.0004036425,0.00008233463,0.00008756664,0.0001720094,0.001800075,0.03665857],"study_design_scores_gemma":[0.000271683,0.0002240653,0.03105391,0.8924534,0.06172161,0.001185942,0.0007182764,0.0001345837,0.0001050935,0.0003347803,0.01174354,0.0000530619],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005025372,0.9933305,0.00007796077,0.0003057829,0.00006978482,0.0001977535,0.0007167294,0.000006315674,0.0002697341],"genre_scores_gemma":[0.05587015,0.942047,0.0003874814,0.0004945848,0.00008288305,0.0004562234,0.0005625943,0.000003989309,0.00009502153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007639057,"threshold_uncertainty_score":0.01766217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108767566980365,"score_gpt":0.3543057620165068,"score_spread":0.3132180863467031,"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."}}