{"id":"W4399715633","doi":"10.1080/09603123.2024.2363469","title":"Health and wellbeing benefits of urban forests in winter: a narrative review","year":2024,"lang":"en","type":"review","venue":"International Journal of Environmental Health Research","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Geography; Vegetation (pathology); Narrative review; Urban forest; Diversity (politics); Forest health; Narrative; Ecology; Socioeconomics; Forestry; Psychology; Sociology; Medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004913217,0.0003313271,0.001708153,0.000712558,0.0001046306,0.00003599003,0.0008590244,0.0001377462,0.0003473528],"category_scores_gemma":[0.00009982807,0.000258628,0.000306363,0.0004270568,0.0004099467,0.0002608935,0.0007380742,0.001741897,0.0001100193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003547,"about_ca_system_score_gemma":0.000699664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006048564,"about_ca_topic_score_gemma":0.001498276,"domain_scores_codex":[0.9937007,0.0009529114,0.002136231,0.0004676844,0.002105349,0.0006371413],"domain_scores_gemma":[0.997569,0.0003103717,0.001263083,0.0002416398,0.00002514729,0.000590784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004217002,0.0002526466,0.006906965,0.01755477,0.0001081875,0.00007043525,0.002622307,0.000002725543,3.46806e-7,0.00004720734,0.02981781,0.9425744],"study_design_scores_gemma":[0.0003405629,0.001183532,0.002543026,0.1363916,0.00003532468,0.0004420138,0.0004322187,0.000007387257,1.855532e-7,0.0001068116,0.8583227,0.000194651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007457715,0.9929866,0.00000216194,0.004724673,0.0003023296,0.0009885875,0.0001133924,0.000003525146,0.0001329821],"genre_scores_gemma":[0.001334211,0.9971086,0.0001865276,0.0005686698,0.0002082753,0.00002500001,0.00003208324,0.00004691808,0.0004896804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9423798,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247222374694816,"score_gpt":0.4662875599804289,"score_spread":0.3415653225109473,"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."}}