{"id":"W4303985834","doi":"10.3389/fnagi.2022.986262","title":"Does cognitive aging follow an orchid and dandelion phenomenon?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cognition; Gerontology; Cognitive decline; Brain aging; Psychology; Effects of sleep deprivation on cognitive performance; Healthy aging; Dandelion; Medicine; Dementia; Disease; Psychiatry; Alternative medicine","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":[0.003808134,0.0003008056,0.0005634181,0.001176176,0.0006226994,0.0009417277,0.0005291387,0.0007181499,0.003229907],"category_scores_gemma":[0.009835431,0.0001564931,0.00061172,0.000896399,0.002477517,0.001429938,0.00122644,0.0009958043,0.0002502182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509651,"about_ca_system_score_gemma":0.0008977709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005519048,"about_ca_topic_score_gemma":0.007430039,"domain_scores_codex":[0.9989803,0.0002483742,0.00007307022,0.0004061775,0.0001803137,0.0001116892],"domain_scores_gemma":[0.996415,0.001221039,0.001126015,0.0006755406,0.0003253494,0.0002369313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004846034,0.0001522293,0.8820435,0.0001939834,0.0005056105,0.001006837,0.004428967,0.0002960257,0.001665041,0.01795048,0.003074435,0.08819831],"study_design_scores_gemma":[0.00004228953,0.0004438857,0.9553354,0.0001438514,0.0002592906,0.001640633,0.003264786,0.001338874,0.0006423002,0.02888516,0.007960452,0.00004311247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586277,0.006288155,0.0124085,0.01288326,0.0005062857,0.0001142043,0.0004438668,0.00007789284,0.008650251],"genre_scores_gemma":[0.9950354,0.001160108,0.001377242,0.001464731,0.0002492334,0.00002215913,0.00009681912,0.00001099122,0.0005833263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005519048,"threshold_uncertainty_score":0.02013963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566812523158944,"score_gpt":0.24923449370307,"score_spread":0.2335663684714806,"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."}}