{"id":"W2015398913","doi":"10.1371/journal.pone.0121749","title":"Diphtheria in Lao PDR: Insufficient Coverage or Ineffective Vaccine?","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Diphtheria; Vaccination; Medicine; Underweight; Tetanus; Outbreak; Vaccine-preventable diseases; Diphtheria toxin; Pediatrics; Immunology; Virology; Internal medicine; Measles; Biology; Obesity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002041716,0.0001723286,0.0002363453,0.00004936389,0.00002370651,0.00003006259,0.0001792439,0.000132777,0.00008955986],"category_scores_gemma":[0.0002513202,0.0001447618,0.00004266921,0.0001390469,0.00002889209,0.000007013813,0.0001211266,0.000100228,0.00005833505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004202563,"about_ca_system_score_gemma":0.00009352946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007038339,"about_ca_topic_score_gemma":0.0002807776,"domain_scores_codex":[0.9989486,0.00009154831,0.0001909992,0.0003297899,0.0001779223,0.0002610777],"domain_scores_gemma":[0.9993346,0.00001606804,0.00006786637,0.000349742,0.0001029918,0.0001287865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001757288,0.005893332,0.06533016,0.00009623764,0.0003255149,0.00007255941,0.0006387626,0.00004164061,0.9230372,0.00003696231,0.000895999,0.001874377],"study_design_scores_gemma":[0.006656734,0.004803106,0.1466065,0.0002316657,0.0001706604,0.00002044416,0.0003327243,0.0002478458,0.8291994,0.000256486,0.01042728,0.00104717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923384,0.0002278297,0.00006197829,0.00005050857,0.0001075052,0.0003297487,0.00002607646,0.00002324712,0.006834667],"genre_scores_gemma":[0.9973652,0.0000710464,0.0001701633,0.0001876692,0.0002063936,0.0000625343,0.0000687544,0.00003177819,0.001836418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0938378,"threshold_uncertainty_score":0.5903215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388098411046201,"score_gpt":0.2382808360658042,"score_spread":0.1994709949611841,"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."}}