{"id":"W4308805570","doi":"10.1136/bmjopen-2022-066945","title":"Effectiveness of two doses of Euvichol-plus oral cholera vaccine in response to the 2017/2018 outbreak: a matched case–control study in Lusaka, Zambia","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia; World Health Organization","keywords":"Medicine; Cholera vaccine; Cholera; Outbreak; Environmental health; Vaccination; Public health; Virology; Vibrio cholerae","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001911172,0.0007028613,0.0006004177,0.0009171396,0.0008207537,0.0006784549,0.0006436817,0.0007224332,0.0007110182],"category_scores_gemma":[0.003312772,0.0007373506,0.0007645732,0.0007380557,0.0005956222,0.0003442462,0.0004688801,0.0005150506,0.0001112131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181156,"about_ca_system_score_gemma":0.0006209082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02621747,"about_ca_topic_score_gemma":0.01745441,"domain_scores_codex":[0.9985201,0.0004865221,0.0001517852,0.0003861055,0.0002129946,0.0002426143],"domain_scores_gemma":[0.9988629,0.0001876536,0.0006098135,0.0001209874,0.0001218952,0.00009680699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002348937,0.0006330226,0.9923431,0.00007673711,0.000496634,0.0003081742,0.0006877326,0.00005423524,0.001256106,0.00002792366,0.0001125394,0.0016548],"study_design_scores_gemma":[0.0001624407,0.001435558,0.9966186,0.00001883606,0.0003319518,0.0002546785,0.0005137792,0.0002381783,0.000194563,0.000008503398,0.0002155192,0.000007264087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996227,0.000156563,0.00003904194,0.000008021104,0.000003716042,0.00004478534,0.0000653516,9.172089e-7,0.00005891954],"genre_scores_gemma":[0.9995986,0.00009133296,0.00008381192,0.00001371254,0.000004790966,0.00004774794,0.0001046727,6.101751e-7,0.00005478194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621747,"threshold_uncertainty_score":0.05212975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04358230176829522,"score_gpt":0.4119576870663899,"score_spread":0.3683753852980947,"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."}}