{"id":"W4413902088","doi":"10.3389/fcvm.2025.1520490","title":"Women with PCOS have a heightened risk of cardiometabolic and cardiovascular diseases: statement from the Experts Group on Inositol in Basic and Clinical Research and PCOS (EGOI-PCOS) and Italian Association of Hospital Cardiologists (ANMCO)","year":2025,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Ovarian function and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Association (psychology); Statement (logic); Internal medicine; Psychology; Political science; Psychotherapist","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":[0.01054029,0.000745674,0.001468973,0.001215386,0.001377437,0.002740401,0.001621036,0.008347924,0.002016767],"category_scores_gemma":[0.01512806,0.0004684406,0.001507119,0.001038661,0.001987156,0.001449804,0.002758778,0.01080906,0.001802589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200144,"about_ca_system_score_gemma":0.005860083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267839,"about_ca_topic_score_gemma":0.005181544,"domain_scores_codex":[0.9947733,0.001474531,0.001091903,0.0003907073,0.001857404,0.0004120834],"domain_scores_gemma":[0.9814963,0.007121366,0.002003172,0.0004946017,0.006555265,0.002329346],"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":[0.0002094147,0.0001128622,0.008455115,0.002307977,0.0001447838,0.001340029,0.0007803132,0.0001296007,0.001010171,0.004094477,0.8068794,0.174536],"study_design_scores_gemma":[0.0001207973,0.0001184596,0.01682173,0.006898433,0.0002085751,0.002973604,0.0009303502,0.0001929512,0.000445053,0.003800188,0.9673831,0.0001067082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002081513,0.1607992,0.001252337,0.7775026,0.05106398,0.0001793146,0.0005575677,0.0001057902,0.006457644],"genre_scores_gemma":[0.04446511,0.3715495,0.009938225,0.4578831,0.101274,0.0007360078,0.002296938,0.0002223803,0.01163468],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01054029,"threshold_uncertainty_score":0.05574304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895140630851103,"score_gpt":0.3213561490324419,"score_spread":0.2924047427239309,"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."}}