{"id":"W4302363794","doi":"10.1371/journal.ppat.1010810","title":"Pestilence and famine: Continuing down the vicious cycle with COVID-19","year":2022,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"National Institute of Allergy and Infectious Diseases; Defense Threat Reduction Agency; National Institutes of Health; World Health Organization; U.S. Department of Health and Human Services","keywords":"Coronavirus disease 2019 (COVID-19); Famine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Biology; Political science; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine; 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":[0.007570421,0.0005503412,0.0006161436,0.0009637778,0.007307847,0.006216303,0.0008515316,0.004784302,0.01807362],"category_scores_gemma":[0.01284266,0.0002826987,0.0007266205,0.0006880016,0.007975098,0.00717028,0.008804956,0.00842339,0.002549757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004628154,"about_ca_system_score_gemma":0.006848699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066387,"about_ca_topic_score_gemma":0.02140268,"domain_scores_codex":[0.9972241,0.001344884,0.00008893488,0.0002583532,0.0003878619,0.0006959126],"domain_scores_gemma":[0.9948449,0.001309359,0.0004999907,0.000274434,0.0007167457,0.002354544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004721905,0.0002662677,0.02710034,0.001014146,0.0001809396,0.002593118,0.0507968,0.0005692845,0.002385152,0.1077892,0.4250635,0.3817692],"study_design_scores_gemma":[0.00004667426,0.0003129737,0.0151663,0.001513936,0.00004379459,0.001124437,0.03001403,0.000422656,0.0004966315,0.06734983,0.8834156,0.00009310673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03746296,0.03723695,0.003255723,0.8824824,0.008069364,0.00004526335,0.0002995009,0.0002195161,0.03092829],"genre_scores_gemma":[0.593735,0.07608648,0.008696506,0.280671,0.01091757,0.0001555454,0.0004925778,0.0004034149,0.02884197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01807362,"threshold_uncertainty_score":0.0604623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09838454685768233,"score_gpt":0.3932951132831949,"score_spread":0.2949105664255126,"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."}}