{"id":"W2982259842","doi":"10.1097/01.ee9.0000607796.08844.d7","title":"Natural environments and perceived health in Metro Vancouver, Canada","year":2019,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Environmental health; Mental health; Public health; Odds; Neighbourhood (mathematics); Population; Multinomial logistic regression; Demography; Logistic regression; Medicine; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004232044,0.0003079297,0.0003451347,0.0009679883,0.00281989,0.001448759,0.001089066,0.000317569,0.00362526],"category_scores_gemma":[0.001504068,0.0003181442,0.0003744212,0.003115716,0.0006946612,0.00029698,0.001042328,0.0006305586,0.0003770733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01842421,"about_ca_system_score_gemma":0.02074712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977626,"about_ca_topic_score_gemma":0.9990976,"domain_scores_codex":[0.9994922,0.0000611187,0.00003001757,0.00008032024,0.0001616996,0.0001747001],"domain_scores_gemma":[0.9985496,0.00009359058,0.0001835682,0.00003725326,0.0007267509,0.0004092614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004098975,0.00004788857,0.9870353,0.00008786126,0.00005026352,0.00009350909,0.001809424,0.0001485421,0.0001335646,0.0001431735,0.002877484,0.007531961],"study_design_scores_gemma":[0.000004576836,0.00001265673,0.9948518,0.00007655528,0.00001261996,0.0000390372,0.003410024,0.0001745398,0.00002436787,0.00002903605,0.00135526,0.000009561588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844876,0.001596665,0.0001479649,0.0007577111,0.00002682332,0.00006264392,0.007524734,0.00001232549,0.00538355],"genre_scores_gemma":[0.9943657,0.000973756,0.0002134288,0.00009941986,0.000005713987,0.00003379417,0.001915773,0.000006103461,0.002386433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842421,"threshold_uncertainty_score":0.1336777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061531261634098,"score_gpt":0.2417264885426,"score_spread":0.231111175926259,"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."}}