{"id":"W4242039872","doi":"10.12688/gatesopenres.13105.1","title":"Tetanus vaccine coverage in recommended and more than recommended doses among mothers in a West Cameroon health district: a cross sectional study","year":2020,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Cross-sectional study; Medicine; Tetanus; Environmental health; Vaccination; Pediatrics; Virology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002596535,0.0004263803,0.0007034434,0.0002621337,0.0001954351,0.0007469913,0.001178863,0.0003564585,0.0001191052],"category_scores_gemma":[0.0003308983,0.0004192842,0.00008969846,0.0004196712,0.00009016987,0.00002334933,0.003787313,0.001391763,0.00000699804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624874,"about_ca_system_score_gemma":0.0005596805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01671658,"about_ca_topic_score_gemma":0.02227998,"domain_scores_codex":[0.99535,0.001203297,0.0007502806,0.001474918,0.0004363724,0.000785146],"domain_scores_gemma":[0.998409,0.0001226677,0.0002292952,0.0007852978,0.0001575359,0.0002961454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001594113,0.0008847517,0.9885288,0.0002161813,0.0001668869,0.0001107673,0.001567647,0.00004657492,0.001605911,0.000007342668,0.0006064265,0.004664544],"study_design_scores_gemma":[0.003428097,0.001124733,0.9904711,0.0001353247,0.000005820702,0.00001125721,0.001557494,0.00008588063,0.0007410696,0.0003358784,0.001692597,0.0004107914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918154,0.0005312281,0.000009658585,0.002350061,0.0001921917,0.003473182,0.0003437971,0.00001574794,0.001268769],"genre_scores_gemma":[0.9963085,0.001049168,0.00007563088,0.0001917339,0.0001403247,0.0006577054,0.0009773899,0.00007353503,0.0005260188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005563402,"threshold_uncertainty_score":0.9998259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09331044402066727,"score_gpt":0.421593360174128,"score_spread":0.3282829161534607,"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."}}