{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01468785,0.001181258,0.0006078815,0.001627565,0.0007436395,0.001337078,0.0007532426,0.0006591791,0.001509394],"category_scores_gemma":[0.01570254,0.000258631,0.0009570354,0.001979509,0.0008886877,0.001774124,0.001267039,0.0005138328,0.000232099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006583863,"about_ca_system_score_gemma":0.005199103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02522556,"about_ca_topic_score_gemma":0.02206716,"domain_scores_codex":[0.9915986,0.004287003,0.0008796045,0.0004861563,0.00152928,0.001219406],"domain_scores_gemma":[0.9895601,0.002234283,0.002321101,0.0002986403,0.004700851,0.0008850133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002039596,0.001676344,0.939088,0.001339,0.0004776642,0.0004697171,0.003280514,0.004132679,0.001352417,0.0003473858,0.001528388,0.04426816],"study_design_scores_gemma":[0.0001594412,0.01157667,0.9681514,0.000400014,0.0003942753,0.0002154607,0.007682829,0.007133916,0.002305865,0.00006094964,0.001868549,0.000050665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970982,0.0003159589,0.0002280831,0.00014563,0.000008338851,0.0003457172,0.000575358,0.00001330285,0.001269429],"genre_scores_gemma":[0.9982675,0.0002075986,0.0003567937,0.0000291107,0.000006631031,0.0002286757,0.0007021987,0.000002246147,0.0001991333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02522556,"threshold_uncertainty_score":0.07767773,"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."}}