{"id":"W4226292192","doi":"10.3390/ijerph19094974","title":"Cholera in the Time of MINUSTAH: Experiences of Community Members Affected by Cholera in Haiti","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Arts and Humanities Research Council","keywords":"Cholera; Environmental health; Cholera vaccine; Virology; Medicine; Geography; Socioeconomics; Vibrio cholerae; Sociology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003567811,0.00005959474,0.0001431059,0.0002127367,0.0001068337,0.00002212969,0.0006080638,0.00002377186,0.0001848327],"category_scores_gemma":[0.0002628055,0.00004710126,0.00003464608,0.0001283869,0.00037926,0.00002010704,0.0004370748,0.0004923386,2.548664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493224,"about_ca_system_score_gemma":0.0001763907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427798,"about_ca_topic_score_gemma":0.00002943397,"domain_scores_codex":[0.9973222,0.001103876,0.0003533879,0.00008077728,0.0009044831,0.0002352829],"domain_scores_gemma":[0.9994467,0.000138943,0.0001630531,0.000114789,0.00005015956,0.00008635528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001623537,0.00768634,0.02153904,0.00007567734,0.0003091143,0.00004800074,0.1787841,0.00005264036,0.754676,0.00003352054,0.01196735,0.02320468],"study_design_scores_gemma":[0.005729789,0.01059744,0.560964,0.00008872463,0.000002405387,0.0002147574,0.3046684,0.000100751,0.02143035,0.00009256473,0.09586582,0.0002448986],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920936,0.0009471431,0.000002543523,0.00656939,0.00003338036,0.0001321514,0.00009951043,3.127049e-7,0.0001219586],"genre_scores_gemma":[0.9986532,0.0008758675,0.00001770157,0.0002908467,0.00002714666,0.00002100122,0.00005548649,0.000004383935,0.00005438034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7332457,"threshold_uncertainty_score":0.2138994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04289935885132788,"score_gpt":0.3636443481639972,"score_spread":0.3207449893126693,"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."}}