{"id":"W4302011839","doi":"10.1515/jpem-2022-0249","title":"Gender diversity in adolescents with polycystic ovary syndrome","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Endocrinology and Metabolism","topic":"Ovarian function and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Polycystic ovary; Medicine; hirsutism; Anxiety; Clinical psychology; Depression (economics); Internal medicine; Psychiatry; Obesity; Insulin resistance","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":[0.0001601055,0.00009655082,0.000310494,0.0005555297,0.0001552388,0.000003493646,0.00007727602,0.0000333711,0.0001536027],"category_scores_gemma":[0.00003768757,0.00007766626,0.00006086491,0.0003019473,0.00004290225,0.00007798678,0.0001655832,0.0005689726,0.000002832018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000300346,"about_ca_system_score_gemma":0.0001446321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002281802,"about_ca_topic_score_gemma":0.000001959167,"domain_scores_codex":[0.9990604,0.00009731249,0.00024295,0.0001237265,0.0002515354,0.0002240839],"domain_scores_gemma":[0.9995623,0.00001738067,0.0001682241,0.0000839432,0.00004619969,0.0001219781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002448267,0.000427293,0.9914414,0.00005129727,0.00009806016,0.003506318,0.0003328128,0.00003953588,0.00002161284,0.0003223955,0.0006249405,0.0006860663],"study_design_scores_gemma":[0.006592373,0.0003313379,0.978646,0.000004599593,0.0004997037,0.01097473,0.000556302,0.000003364717,0.000001987956,0.0002173821,0.002094457,0.0000777606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886226,0.009711035,0.0001048704,0.0004338225,0.0006569221,0.000095926,0.000002439848,0.000009136012,0.0003632611],"genre_scores_gemma":[0.9978963,0.0008765514,0.0001524484,0.0007654785,0.0001829614,0.000002060335,7.968126e-7,0.000007352121,0.0001160538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127954,"threshold_uncertainty_score":0.3167138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019390341609591,"score_gpt":0.241892253293816,"score_spread":0.2216983498777201,"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."}}