{"id":"W4414189985","doi":"10.7759/cureus.92316","title":"Peripheral Precocious Puberty Due to Autonomous Gonadal Activation: A Multicenter Experience","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Genetic Syndromes and Imprinting","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Precocious puberty; Peripheral; Intervention (counseling); Delayed puberty","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":[],"consensus_categories":[],"category_scores_codex":[0.0000477757,0.000123458,0.0001063207,0.00001857374,0.00008970502,0.00004160969,0.0002072405,0.00009160954,0.0001114442],"category_scores_gemma":[0.0000914831,0.0001187303,0.00005660237,0.00007204485,0.00002925936,0.000004335427,0.0001872592,0.0000519956,0.0000109754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003959576,"about_ca_system_score_gemma":0.00007038811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008839153,"about_ca_topic_score_gemma":0.00005390993,"domain_scores_codex":[0.9991889,0.00002069342,0.0001551225,0.0003293701,0.00006750524,0.0002384129],"domain_scores_gemma":[0.999512,0.000005972748,0.00003218297,0.0003169318,0.00005896916,0.00007390281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000043892,0.000180459,0.01897473,0.00003422284,0.0001164184,0.000004880472,0.001581084,0.0002761769,0.9204301,0.0001487134,0.007425955,0.05078338],"study_design_scores_gemma":[0.001048918,0.0003125314,0.1933805,0.00005400982,0.00001894928,0.00004382339,0.001027452,0.0007231568,0.3121764,0.00006223702,0.4906406,0.0005114754],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846408,0.0002306542,0.00832621,0.0004212151,0.000429126,0.000223298,0.000003724766,0.00001797435,0.005706966],"genre_scores_gemma":[0.9918509,0.00001058457,0.002877228,0.001112347,0.0001212998,0.00007302909,0.00001617309,0.00001151843,0.003926898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6082537,"threshold_uncertainty_score":0.4841681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008811375058414252,"score_gpt":0.2654567955905583,"score_spread":0.2566454205321441,"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."}}