{"id":"W6930202032","doi":"10.5281/zenodo.10997701","title":"Quality assessment of the included papers to assess the pooled prevalence of iodine deficiency among school-age children in Ethiopia, 2023 by using Newcastle-Ottawa Scale adapted for cross-sectional studies.","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iodine deficiency; Scale (ratio); Quality assessment; Iodine; Risk assessment; Quality (philosophy)","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":[0.002675531,0.0002866588,0.0004758872,0.0001938197,0.001010001,0.0003835107,0.002179346,0.000209622,0.004404993],"category_scores_gemma":[0.003186842,0.0002132524,0.0002283847,0.0008953818,0.0004592239,0.0001163569,0.00241765,0.0007082102,0.0001116618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004833851,"about_ca_system_score_gemma":0.00004492311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003080849,"about_ca_topic_score_gemma":0.00002896196,"domain_scores_codex":[0.9964848,0.0004847925,0.0009663873,0.0007075156,0.0009852172,0.000371328],"domain_scores_gemma":[0.9972373,0.0002446686,0.0005471396,0.001089355,0.0007635602,0.0001180213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009644415,0.0003863019,0.004751435,0.002960052,0.0004730013,0.000002565161,0.0003340792,0.0005712497,0.03637547,0.00005699768,0.9531518,0.0008406619],"study_design_scores_gemma":[0.001208428,0.0001479713,0.204727,0.001109082,0.0004517685,0.00002535287,0.0009055914,0.0004052823,0.00458297,0.00006004438,0.7856066,0.0007698385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2170802,0.000306765,0.00004061315,0.0001441609,0.0001051425,0.0007380773,0.7793661,0.00006041311,0.002158556],"genre_scores_gemma":[0.4473614,0.0003892611,0.0001544548,0.0001122793,0.0002295858,0.000002433505,0.5487539,0.0009290873,0.00206766],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2306122,"threshold_uncertainty_score":0.9965051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09436355511803483,"score_gpt":0.3616619933176635,"score_spread":0.2672984381996286,"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."}}