{"id":"W3135694030","doi":"10.2196/27606","title":"Performance of the Neonatal Tetanus Surveillance System (NTSS) in Sana'a, Yemen: Evaluation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neonatal tetanus; Representativeness heuristic; Environmental health; Statistics; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002072481,0.0001715353,0.0003255936,0.00004417106,0.0001209938,0.00004030437,0.0002195489,0.00008852364,0.00001468011],"category_scores_gemma":[0.0001932876,0.0001390037,0.00005475532,0.0003503183,0.00006932831,0.00001321158,0.0001394947,0.0001187274,0.000001797948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006916877,"about_ca_system_score_gemma":0.0009994803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006887303,"about_ca_topic_score_gemma":0.001464227,"domain_scores_codex":[0.997455,0.0008529793,0.0004817992,0.0004488917,0.0003597692,0.0004015327],"domain_scores_gemma":[0.9987099,0.00003218041,0.000220605,0.0005908529,0.0002904133,0.0001560297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006860586,0.0001550334,0.9625733,0.0002317873,0.00002888293,0.000003230327,0.0003695189,0.000009947888,0.001156433,0.00001662408,0.0001814741,0.03520512],"study_design_scores_gemma":[0.001395298,0.0003817706,0.9816089,0.00002190278,8.592802e-7,0.00003545997,0.001479556,0.0007480469,0.0001580604,0.000001375233,0.01399145,0.000177309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945291,0.002528467,0.000009203484,0.0005286533,0.0003855493,0.0007424022,0.00003674194,0.0000125361,0.001227387],"genre_scores_gemma":[0.9990617,0.0002267168,0.00001812111,0.0002261218,0.00009696261,0.0001032695,0.00009000161,0.00001629807,0.0001607936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03502781,"threshold_uncertainty_score":0.5668405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954724998154226,"score_gpt":0.2805084773072052,"score_spread":0.260961227325663,"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."}}