{"id":"W3080726530","doi":"10.1515/jpem-2020-0246","title":"Self-assessed puberty is reliable in a low-income setting in rural Pakistan","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Endocrinology and Metabolism","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Gold standard (test); Confidence interval; Body mass index; Demography; Pediatrics; Kappa; Internal medicine","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":[0.0004806836,0.0002012906,0.0008772297,0.0005234441,0.00003345272,0.00001537066,0.0001380021,0.0001161096,0.00003642861],"category_scores_gemma":[0.0004295696,0.0001629939,0.0001260228,0.0004862127,0.00004095777,0.0002641371,0.00007443973,0.0008774976,0.000008038339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005876823,"about_ca_system_score_gemma":0.0002633744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004470208,"about_ca_topic_score_gemma":0.000008884161,"domain_scores_codex":[0.9980401,0.0001070402,0.0008734906,0.0002666741,0.000246884,0.0004658308],"domain_scores_gemma":[0.9989133,0.0001430495,0.0004035813,0.0001612751,0.0001736924,0.0002051043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006061702,0.0002645625,0.9887974,0.0002410025,0.0001318629,0.001417432,0.001866865,0.000009252021,0.002614754,0.0002951682,0.0003923637,0.003363177],"study_design_scores_gemma":[0.008947898,0.0002268706,0.9812464,0.00003160928,0.0004205503,0.001050115,0.0005851374,0.000137579,0.0005952511,0.000334429,0.006244935,0.0001792369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644871,0.02160276,0.0000292832,0.01298873,0.0003191426,0.000232805,0.000002375935,0.00002196231,0.000315824],"genre_scores_gemma":[0.987261,0.007574893,0.002661967,0.0008159854,0.001612285,0.000005703032,7.179555e-7,0.00001932069,0.0000481225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277388,"threshold_uncertainty_score":0.6646699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009459206890271259,"score_gpt":0.2657486000517017,"score_spread":0.2562893931614305,"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."}}