{"id":"W4315435510","doi":"10.1371/journal.pone.0280188","title":"Vegetables and fruits retailers in two urban areas of Bangladesh: Disruption due to COVID– 19 and implications for NCDs","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Profit margin; Business; Coronavirus disease 2019 (COVID-19); Logistic regression; Profit (economics); Environmental health; Agricultural economics; Agricultural science; Socioeconomics; Toxicology; Medicine; Marketing; Economics; Disease; Biology; Infectious disease (medical specialty)","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":[0.0003891946,0.0003056728,0.0002923693,0.0006310705,0.001515832,0.0009714946,0.0004898086,0.0007469584,0.003372366],"category_scores_gemma":[0.001047364,0.000428204,0.0003636007,0.001804586,0.0008730885,0.0008192596,0.001181011,0.0008966847,0.0004600581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619633,"about_ca_system_score_gemma":0.001138179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06463628,"about_ca_topic_score_gemma":0.1205581,"domain_scores_codex":[0.9995203,0.0001465278,0.00004069335,0.0000793706,0.00006736417,0.0001457263],"domain_scores_gemma":[0.9989799,0.0002040157,0.0003497052,0.00004148218,0.0001672568,0.00025763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494491,0.0003511859,0.9726503,0.0001427424,0.00003843255,0.004286263,0.01512388,0.0002130672,0.0008100993,0.0002786095,0.0008604146,0.005095481],"study_design_scores_gemma":[0.000009599406,0.0002968875,0.8958241,0.00005837359,0.00002345555,0.001052803,0.1005987,0.0003539074,0.0001559324,0.0001368258,0.001452303,0.00003700158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987983,0.00005884928,0.00003386124,0.0002645379,0.000002449781,0.00001905823,0.0001967385,0.000001348167,0.0006248957],"genre_scores_gemma":[0.9983448,0.0002423671,0.00009125704,0.0001155212,0.00000372832,0.00002916525,0.0002458694,0.000001677459,0.0009256811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06463628,"threshold_uncertainty_score":0.1285201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301297486573613,"score_gpt":0.305232120184209,"score_spread":0.1751023715268477,"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."}}