{"id":"W2087805894","doi":"10.1016/j.fertnstert.2014.12.094","title":"Ultrasound features of polycystic ovaries relate to degree of reproductive and metabolic disturbance in polycystic ovary syndrome","year":2015,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; Canadian Institutes of Health Research; Cornell University","keywords":"Polycystic ovary; Antral follicle; Hyperandrogenism; Endocrinology; Internal medicine; Medicine; Body mass index; Free androgen index; Follicle-stimulating hormone; Population; Ovarian follicle; Ovarian reserve; Luteinizing hormone; Ovary; Biology; Hormone; Pregnancy; Obesity; Insulin resistance; Infertility","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006980774,0.000156763,0.0005623971,0.0001085932,0.00003295068,0.00001012808,0.00005259633,0.00009530244,0.00001822771],"category_scores_gemma":[0.002029676,0.0001330593,0.00004473208,0.0003045014,0.0003702696,0.0001164196,0.00006607456,0.0001635065,0.000001339593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002777135,"about_ca_system_score_gemma":0.00009892518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053015,"about_ca_topic_score_gemma":0.0001624694,"domain_scores_codex":[0.9986108,0.0001270017,0.0004093073,0.0004449974,0.0002041116,0.0002037892],"domain_scores_gemma":[0.9989726,0.000121756,0.0000890613,0.0004790136,0.0001107343,0.000226866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3384695,0.001028145,0.6364924,0.001096144,0.0002547286,0.00004408227,0.01012397,0.000008383698,0.003878877,0.0002107546,0.0002399898,0.008153023],"study_design_scores_gemma":[0.001235503,0.0003573653,0.9948988,0.00007134835,0.00008500234,0.0001011209,0.0006536558,0.00001056549,0.0005528713,0.001807231,0.0001243673,0.0001022002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931496,0.004489571,0.0002548808,0.0004583185,0.0001522664,0.000416729,0.00004726489,0.00002118197,0.001010192],"genre_scores_gemma":[0.9990752,0.00001992959,0.0004439651,0.0001132674,0.00001034592,0.00001013929,0.000009571966,0.000007582635,0.0003099653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3584063,"threshold_uncertainty_score":0.5426002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133846693263294,"score_gpt":0.2641459335232725,"score_spread":0.2328074665906396,"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."}}