{"id":"W4392137204","doi":"10.1016/j.envres.2024.118522","title":"Mechanisms underlying the associations between different types of nature exposure and sleep duration: An 18-country analysis","year":2024,"lang":"en","type":"article","venue":"Environmental Research","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"HORIZON EUROPE Framework Programme; Environmental Protection Agency; University of the Sunshine Coast; Griffith University; European Commission; University of Exeter","keywords":"Sleep (system call); Recreation; Neighbourhood (mathematics); Mental health; Psychological intervention; Environmental health; Demography; Psychology; Geography; Gerontology; Medicine; Ecology; Psychiatry; Sociology","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":[0.002483689,0.0003946191,0.0006626914,0.0008548175,0.0005268569,0.0009910747,0.000576451,0.0003766167,0.002608557],"category_scores_gemma":[0.003549519,0.0004607165,0.002672052,0.001915436,0.0004125975,0.0006267288,0.001772414,0.0008249902,0.0002901031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344346,"about_ca_system_score_gemma":0.0004446456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638135,"about_ca_topic_score_gemma":0.02677931,"domain_scores_codex":[0.998674,0.0005892218,0.0001433317,0.0002969695,0.00007471544,0.0002217354],"domain_scores_gemma":[0.9976075,0.0006940631,0.000913461,0.0003607828,0.0002371169,0.0001870819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190586,0.00001865374,0.9965913,0.0000877636,0.0008394692,0.00006313055,0.0002828954,0.0002184593,0.0001456415,0.00007615158,0.0001483299,0.001409156],"study_design_scores_gemma":[0.000007263419,0.00006956971,0.997787,0.00005466409,0.0004261515,0.00009913172,0.0007213603,0.0003735417,0.00004457003,0.00004814892,0.0003604536,0.000008048127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956869,0.0007337027,0.001061518,0.00008345752,0.00001289757,0.00003085194,0.001928735,0.00001021854,0.0004515691],"genre_scores_gemma":[0.9973283,0.0004142014,0.0006337385,0.00004919995,0.000005270791,0.00005642411,0.001346546,0.000009950455,0.0001564028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02638135,"threshold_uncertainty_score":0.05245554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303511595778789,"score_gpt":0.3539677679605028,"score_spread":0.300932652002715,"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."}}