{"id":"W4415149566","doi":"10.71000/hkah4w86","title":"EXPLORING THE ASSOCIATION BETWEEN INSULIN RESISTANCE AND METABOLIC, HORMONAL, AND REPRODUCTIVE OUTCOMES IN WOMEN WITH POLYCYSTIC OVARY SYNDROME: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Insights-Journal of Health and Rehabilitation","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polycystic ovary; Insulin resistance; Gestational diabetes; Observational study; Population; Cochrane Library; Systematic review; Pregnancy; Infertility","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":[0.008400075,0.001458525,0.008955031,0.008488606,0.0006452094,0.002734528,0.001826204,0.002074562,0.003393466],"category_scores_gemma":[0.04270022,0.001082773,0.008201342,0.009937694,0.0008529929,0.002039754,0.001436046,0.001083308,0.0002309071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762816,"about_ca_system_score_gemma":0.0112455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008335175,"about_ca_topic_score_gemma":0.02237626,"domain_scores_codex":[0.9931544,0.00238302,0.002717443,0.000579068,0.0009581766,0.000207944],"domain_scores_gemma":[0.9679635,0.02379129,0.005540512,0.0004066087,0.001995346,0.0003028339],"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":[0.0001363879,0.00001118837,0.001489165,0.9682878,0.01317728,0.00008121778,0.0001663232,0.00007090821,0.00008993616,0.0001050935,0.000567516,0.01581726],"study_design_scores_gemma":[0.0002128081,0.0002077101,0.007184742,0.8516533,0.1312809,0.0003511676,0.0002966494,0.000110791,0.0001243216,0.0002780895,0.008256317,0.00004314264],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001749139,0.9968617,0.0001771958,0.0002288352,0.00007310401,0.0003420177,0.0003813774,0.000008232613,0.000178375],"genre_scores_gemma":[0.02746153,0.9696906,0.0008651044,0.0005520497,0.00008599063,0.000924757,0.0003091433,0.000005996633,0.0001047863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008955031,"threshold_uncertainty_score":0.04442436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289595744593085,"score_gpt":0.2831117690664637,"score_spread":0.2602158116205329,"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."}}