{"id":"W3195551331","doi":"10.3389/frsc.2021.688473","title":"Contact With Nature as a Mental Health Buffer for Lower Income Communities During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Cancer Institute; National Institutes of Health; College of Engineering, Michigan State University; Negaunee Foundation; Michigan State University","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Medicine; Virology; Infectious disease (medical specialty)","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":[0.0007728917,0.0002136963,0.0003344662,0.00008227335,0.000963338,0.0001036214,0.0003290598,0.0001230533,0.0003019593],"category_scores_gemma":[0.00006441225,0.0001596453,0.00006491697,0.000308559,0.0003672945,0.0003640718,0.0002666499,0.0005757342,0.000004111404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627284,"about_ca_system_score_gemma":0.000631538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121093,"about_ca_topic_score_gemma":0.0167151,"domain_scores_codex":[0.9981133,0.000312256,0.0002319202,0.0002602353,0.0003101462,0.0007721943],"domain_scores_gemma":[0.9991176,0.0001639478,0.0001063705,0.0003982394,0.00002965074,0.0001841673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004782979,0.00004600491,0.947896,0.0004648894,0.00003055007,0.00006073019,0.01650684,0.0002726818,0.000005764787,0.003048469,0.03115802,0.00003173234],"study_design_scores_gemma":[0.00300767,0.00050097,0.1276907,0.0001179146,0.00001470656,0.0001430612,0.5245556,0.0001380066,0.00001846905,0.006452081,0.3369066,0.0004541488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798378,0.003470724,0.001068039,0.01130697,0.0003063103,0.001260396,0.0000584165,0.0000789136,0.002612384],"genre_scores_gemma":[0.9490087,0.0006969222,0.0009848587,0.0117816,0.00003412075,0.0001844948,0.0000514179,0.00003409157,0.03722377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8202053,"threshold_uncertainty_score":0.9944692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104560580850166,"score_gpt":0.262356289172913,"score_spread":0.2519002310878964,"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."}}