{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073194,0.0003720174,0.0003140515,0.0008360011,0.0003606483,0.0006251936,0.0006717229,0.0002146699,0.0007410965],"category_scores_gemma":[0.001755649,0.0003089896,0.0004634495,0.0007488428,0.000800169,0.0002284239,0.0006751048,0.0003434891,0.0001419316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234342,"about_ca_system_score_gemma":0.002707477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08707959,"about_ca_topic_score_gemma":0.1141006,"domain_scores_codex":[0.9990682,0.0003784716,0.00004037554,0.0001052183,0.00008512734,0.0003225747],"domain_scores_gemma":[0.9987766,0.0003632772,0.0003736526,0.0001218072,0.0001125682,0.0002521359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.003403511,0.0004903827,0.9680205,0.0002315797,0.0003911452,0.0005293954,0.002317649,0.0008008057,0.006075722,0.0002075467,0.0006539925,0.01687791],"study_design_scores_gemma":[0.000147474,0.002163463,0.9949437,0.00003382885,0.000162623,0.0001698257,0.001073544,0.000490043,0.0004193343,0.00004897753,0.0003333713,0.00001386671],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993692,0.0001059119,0.00004262242,0.00005654733,0.000003032552,0.00001985689,0.0001131472,0.000008304927,0.000281348],"genre_scores_gemma":[0.9996254,0.0000685082,0.00005900619,0.00003895833,0.000002139186,0.00001686948,0.00008822326,0.000001308514,0.00009944497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08707959,"threshold_uncertainty_score":0.1731455,"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."}}