{"id":"W2090550779","doi":"10.1057/jphp.2011.20","title":"Cholera, canals, and contagion: Rediscovering Dr Beck's report","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Policy","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Cholera; Context (archaeology); Public health; Health geography; Sociology; History; Medicine; International health; Health policy; Virology","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":[0.006741473,0.0007708751,0.0007445897,0.001850165,0.002464595,0.005460647,0.001774777,0.02678293,0.004935917],"category_scores_gemma":[0.02785465,0.0006695763,0.0007970203,0.001125495,0.004970141,0.007218764,0.00381289,0.02407433,0.002007621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808692,"about_ca_system_score_gemma":0.008125658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466923,"about_ca_topic_score_gemma":0.03268627,"domain_scores_codex":[0.9945269,0.002072176,0.0006888481,0.0005467133,0.001473228,0.000692179],"domain_scores_gemma":[0.9689989,0.0177285,0.001407267,0.001093665,0.006658345,0.004113365],"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":[0.00003347313,0.00004157619,0.001220564,0.0002185628,0.00002129356,0.0003691517,0.0003695291,0.00005261922,0.0001470725,0.005873407,0.9696504,0.02200238],"study_design_scores_gemma":[0.00001954579,0.0000488378,0.001354888,0.0008878291,0.0000517083,0.0005889261,0.001607164,0.0001080052,0.000256798,0.005001617,0.990023,0.00005172535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003705518,0.0116311,0.0001199725,0.9625055,0.02400359,0.000003999462,0.00002375172,0.00001067094,0.001330951],"genre_scores_gemma":[0.01289365,0.03661075,0.0004625308,0.8370808,0.1003153,0.00002253778,0.000038938,0.00004771485,0.01252785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02678293,"threshold_uncertainty_score":0.03565276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236061090372329,"score_gpt":0.3947648998825378,"score_spread":0.2711587908453049,"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."}}