{"id":"W7083430710","doi":"10.5281/zenodo.17205675","title":"Global patterns and clinical outcomes of endocrine gland involvement in tuberculosis: A comprehensive mini-review","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endocrine system; Hormone; Tuberculosis; Thyroid; Diabetes mellitus; Endocrine gland; Narrative review; Endocrine disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003249727,0.00009734538,0.0002261573,0.0000350775,0.0002440908,0.00004878714,0.0003223568,0.00003098429,0.002177994],"category_scores_gemma":[0.0001003544,0.00007633647,0.00004160021,0.0003079176,0.0001305698,0.00008324559,0.0009771003,0.000108568,0.0003419968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261364,"about_ca_system_score_gemma":0.000001721165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005352261,"about_ca_topic_score_gemma":0.00006670949,"domain_scores_codex":[0.9986945,0.0002497596,0.0003661886,0.000281749,0.0002021324,0.0002056684],"domain_scores_gemma":[0.9995599,0.0000238632,0.00007519149,0.0001948045,0.00005013241,0.00009607834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006488238,0.0007039174,0.7318561,0.001072805,0.0001127095,0.0000203366,0.0005694831,0.00002139017,0.0000874835,0.001340385,0.1688205,0.09533003],"study_design_scores_gemma":[0.0004723987,0.0001012796,0.7605324,0.0001539857,0.00001727403,0.000007639011,0.0001546703,0.00002071724,0.000006998095,0.00009683368,0.2383715,0.00006426529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756178,0.0007177255,0.0001476616,0.002437068,0.00007046862,0.0007449703,0.0001519181,0.00008688188,0.02002545],"genre_scores_gemma":[0.9882236,0.00938032,0.0001299736,0.001636025,0.00001926272,1.016804e-7,0.0002779865,0.00009628511,0.0002364341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09526576,"threshold_uncertainty_score":0.9987342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442368150472186,"score_gpt":0.3082104041113626,"score_spread":0.2737867226066407,"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."}}