{"id":"W2149060744","doi":"10.1093/cid/cit009","title":"Herd Protection by a Bivalent Killed Whole-Cell Oral Cholera Vaccine in the Slums of Kolkata, India","year":2013,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cholera vaccine; Medicine; Cholera; Bivalent (engine); Virology; Herd; Immunology; Environmental health; Veterinary medicine; Vibrio cholerae; Biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003377201,0.0001686996,0.0002937551,0.00004978653,0.0000769341,0.000046246,0.0002340917,0.0001420003,0.00007664331],"category_scores_gemma":[0.0008145103,0.000117244,0.0001892807,0.0001808375,0.0001539718,0.00001209689,0.0001839138,0.0002131148,0.00005229336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784264,"about_ca_system_score_gemma":0.00006550283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058914,"about_ca_topic_score_gemma":0.00005764922,"domain_scores_codex":[0.9982937,0.000399555,0.0004898236,0.0003608115,0.0001779369,0.0002781909],"domain_scores_gemma":[0.9990825,0.00009736758,0.0001593075,0.0004103197,0.000135716,0.0001148024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750701,0.004207612,0.7441351,0.0001874412,0.0002369516,0.000005350603,0.0001139666,0.0000203669,0.1864391,0.000005272111,0.05027564,0.01409814],"study_design_scores_gemma":[0.003267226,0.001914013,0.9620226,0.00003181695,0.00004573714,0.000002192158,0.0001026219,0.0000409172,0.006629304,0.0001010522,0.02561313,0.000229408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969941,0.0007583804,0.00004899283,0.0006662121,0.000142741,0.001065289,0.00007332925,0.00001854427,0.0002323693],"genre_scores_gemma":[0.9980858,0.0004746463,0.000006982603,0.000444917,0.0001948797,0.0004495467,0.0001331114,0.00001780759,0.0001922968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178875,"threshold_uncertainty_score":0.478107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829476170397061,"score_gpt":0.3157219539158199,"score_spread":0.2974271922118493,"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."}}