{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006465658,0.0001731283,0.000278538,0.0003480839,0.001911621,0.001260011,0.0005507211,0.0005349863,0.002717884],"category_scores_gemma":[0.002536851,0.0001713,0.0003411152,0.0003890253,0.0005838581,0.001321111,0.002089122,0.001100051,0.0001020839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009629554,"about_ca_system_score_gemma":0.001256337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03767452,"about_ca_topic_score_gemma":0.101956,"domain_scores_codex":[0.9995313,0.0001805636,0.00001665975,0.00005356363,0.0000356229,0.0001822725],"domain_scores_gemma":[0.9988748,0.0001483263,0.0003551779,0.00004039157,0.0001054359,0.0004758307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001937064,0.0004902924,0.9239063,0.000265314,0.0001151493,0.0005117495,0.03406427,0.0001284017,0.001077654,0.000508938,0.002898476,0.03583964],"study_design_scores_gemma":[0.000007398655,0.000184574,0.9491258,0.0002587363,0.00003563769,0.0001026708,0.04714586,0.0001613233,0.00009063851,0.0002866526,0.002581731,0.0000190464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962534,0.0003522007,0.0000952648,0.001578431,0.00002794454,0.00002488752,0.0001803517,0.000003029118,0.001484547],"genre_scores_gemma":[0.9987316,0.0003181387,0.0002051407,0.0003399453,0.00002542754,0.00002652912,0.0001290997,0.000002311393,0.0002217617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03767452,"threshold_uncertainty_score":0.07491046,"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."}}