{"id":"W4386846419","doi":"10.1210/jcemcr/luad108","title":"Clinical Utility of GnRH Analogues in Female Androgen Excess: Highlighting Diagnostic and Therapeutic Applications","year":2023,"lang":"en","type":"article","venue":"JCEM Case Reports","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"hirsutism; Hyperandrogenism; Polycystic ovary; Androgen Excess; Medicine; Androgen; Acne; Testosterone (patch); Refractory (planetary science); Internal medicine; Endocrinology; Oncology; Gynecology; Bioinformatics; Hormone; Insulin resistance; Biology; Dermatology; Insulin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007267698,0.00008320797,0.0002730295,0.0001256585,0.00004620579,0.000007240817,0.00001240457,0.00008543217,0.00006905055],"category_scores_gemma":[0.000519899,0.00007207087,0.00006639923,0.0004358822,0.00009337191,0.00002838246,0.0000299257,0.0001091352,0.000009309175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008701615,"about_ca_system_score_gemma":0.0000786859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224429,"about_ca_topic_score_gemma":0.0001020972,"domain_scores_codex":[0.9987867,0.00005293329,0.0006032913,0.0002918885,0.0001270685,0.0001380413],"domain_scores_gemma":[0.9988595,0.0004890469,0.0001702098,0.0003201984,0.00005617441,0.0001048358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002798342,0.0002028938,0.9616295,0.000123406,0.00004097102,0.01404866,0.000170619,0.000002789171,0.00004536579,0.00008945055,0.0002428697,0.02337549],"study_design_scores_gemma":[0.0009806836,0.0001216416,0.9728922,0.00007707765,0.0001527675,0.01167683,0.001022637,0.0006608327,0.0001362986,0.001114945,0.01103233,0.0001317626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996071,0.0007217572,0.0001726065,0.0003058384,0.0001024625,0.0004407284,0.000004524214,0.00007873302,0.002102375],"genre_scores_gemma":[0.9992759,0.0002196821,0.00006766285,0.0001338925,0.00005434815,0.00006053279,0.0000362645,0.00001023661,0.0001415194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324372,"threshold_uncertainty_score":0.2938965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05855454150653686,"score_gpt":0.3549050181047755,"score_spread":0.2963504765982387,"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."}}