{"id":"W4408779246","doi":"10.1371/journal.pgph.0004359","title":"Cholera vaccines for the rich, cholera for the poor: While the global cholera vaccine stockpile runs dry, a booming market for high-income countries exemplifies the chasm between commercial interests and global health needs","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Cholera vaccine; Cholera; Stockpile; Virology; Business; Vibrio cholerae; Biology; Political science; Bacteria; Law","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":[0.006657116,0.0007019225,0.000744169,0.001237474,0.001808597,0.006312686,0.0005707861,0.003855882,0.01837807],"category_scores_gemma":[0.006633549,0.000244724,0.0004790364,0.001534144,0.004460693,0.00704458,0.003973515,0.006374283,0.004093914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003398203,"about_ca_system_score_gemma":0.01071006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009422171,"about_ca_topic_score_gemma":0.01896876,"domain_scores_codex":[0.9984407,0.0004213286,0.00006983352,0.0001523069,0.0005205555,0.0003951847],"domain_scores_gemma":[0.9935009,0.001435651,0.0005317818,0.0003310169,0.001097079,0.003103635],"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":[0.0005076127,0.0001592816,0.007749218,0.001350751,0.00008433041,0.0004053985,0.00114435,0.000360568,0.01114627,0.1333991,0.5792127,0.2644804],"study_design_scores_gemma":[0.00005051232,0.0001708098,0.008383119,0.0007082945,0.00004080991,0.0003159089,0.002892841,0.00008601855,0.001435968,0.04304413,0.9428264,0.00004510461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005486303,0.1364484,0.001074313,0.8226624,0.009511466,0.00002524329,0.0007663706,0.0001240565,0.02390138],"genre_scores_gemma":[0.1750654,0.454656,0.006672623,0.2840564,0.01537421,0.00009207366,0.00123395,0.0002346582,0.06261474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01837807,"threshold_uncertainty_score":0.06148082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257234915949388,"score_gpt":0.3478340205647045,"score_spread":0.3152616714052107,"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."}}