{"id":"W2038726753","doi":"10.1503/cmaj.109-5021","title":"Mass cholera vaccination finally possible","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholera vaccine; Cholera; Vaccination; Mass vaccination; Environmental health; Medicine; Virology; Vibrio cholerae; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00222445,0.0005080158,0.0004674363,0.000330634,0.0006228363,0.001987336,0.0004530507,0.002523196,0.01890509],"category_scores_gemma":[0.004147273,0.0002742161,0.0005590759,0.000189131,0.001597814,0.002260048,0.00176938,0.005476807,0.004706397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849931,"about_ca_system_score_gemma":0.00170233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091697,"about_ca_topic_score_gemma":0.003318078,"domain_scores_codex":[0.9991171,0.0002670804,0.00003641806,0.0001730476,0.0001620844,0.0002442251],"domain_scores_gemma":[0.9987208,0.0003730217,0.00008734213,0.0001584081,0.0002752288,0.0003850505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001275749,0.000600368,0.003802628,0.001543467,0.0002369712,0.001429019,0.001280874,0.0008762124,0.02872677,0.1857791,0.3960588,0.3783901],"study_design_scores_gemma":[0.0001131477,0.0006388147,0.001883723,0.0004952964,0.0000493143,0.0005257729,0.0003376891,0.0001988928,0.00444077,0.03072438,0.9605677,0.00002457776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05797751,0.1573732,0.02394875,0.4900491,0.06861506,0.0002851265,0.001162244,0.001313846,0.1992751],"genre_scores_gemma":[0.526657,0.09076051,0.01162806,0.1530239,0.01327427,0.0002996273,0.001172829,0.0003770335,0.2028067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01890509,"threshold_uncertainty_score":0.06324387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230007874056077,"score_gpt":0.2684757408584434,"score_spread":0.2561756621178826,"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."}}