{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007791618,0.0006725997,0.007125345,0.00104892,0.0001214881,0.00003253736,0.0002120386,0.0006006282,0.000005406868],"category_scores_gemma":[0.002305214,0.0004267452,0.0009327939,0.001053748,0.001229197,0.0001011977,0.000254043,0.001053668,2.495759e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045343,"about_ca_system_score_gemma":0.0003213957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305269,"about_ca_topic_score_gemma":0.0001034706,"domain_scores_codex":[0.991304,0.003413348,0.001486434,0.001413067,0.001757892,0.0006252747],"domain_scores_gemma":[0.9961695,0.001297962,0.0004424673,0.001428987,0.0002869743,0.0003741001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006354403,0.0002297385,0.380581,0.004911137,0.02796558,0.0001642492,0.001322436,0.000006651217,7.386198e-8,0.000009122031,0.002304067,0.5818705],"study_design_scores_gemma":[0.0250139,0.004236686,0.5156772,0.02011926,0.02470981,0.00003977289,0.01686849,0.00004701358,6.068099e-7,0.0002460172,0.3921546,0.0008865795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0166253,0.977789,0.0003761703,0.0001962388,0.0006892896,0.003767572,0.000322224,0.00001959472,0.0002145519],"genre_scores_gemma":[0.03796096,0.9606481,0.0002200424,0.00005404856,0.0003427609,0.000481777,0.0001939914,0.00006014446,0.00003818522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5809839,"threshold_uncertainty_score":0.9998184,"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."}}