{"id":"W4401431025","doi":"10.1136/bmjopen-2023-082413","title":"Causal evidence of the association between green and blue spaces (GBS) and maternal and neonatal health: a systematic review and meta-analysis protocol","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School for Public Health Research; Economic and Social Research Council; Natural Environment Research Council; Engineering and Physical Sciences Research Council; UK Prevention Research Partnership; Medical Research Council; Liverpool John Moores University; Queen's University; Cranfield University; Public Health Agency; Cancer Research UK; Queen's University Belfast; University of Exeter; Health and Social Care Research and Development Division; Albert Einstein College of Medicine, Yeshiva University; National Institute for Health and Care Research; University of Glasgow; Department of Health and Social Care; Wellcome Trust; British Heart Foundation","keywords":"Medicine; PsycINFO; MEDLINE; Systematic review; Meta-analysis; Scopus; Protocol (science); Clinical study design; Cochrane Library; Public health; Pediatrics; Family medicine; Alternative medicine; Clinical trial; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09454111,0.008083504,0.02653727,0.01755823,0.00388441,0.009722979,0.006787736,0.01136565,0.08286393],"category_scores_gemma":[0.1532832,0.006944302,0.02724548,0.01598159,0.005980418,0.00897899,0.005474207,0.007598189,0.01193711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01443996,"about_ca_system_score_gemma":0.05795986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00639865,"about_ca_topic_score_gemma":0.01154346,"domain_scores_codex":[0.9495423,0.02070689,0.01575409,0.005056554,0.00675888,0.002181339],"domain_scores_gemma":[0.9347327,0.02905337,0.0134044,0.005740959,0.01479608,0.002272488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004817626,0.0002002609,0.0006956455,0.9504491,0.00591021,0.0004216932,0.0008739444,0.0009416348,0.0006785686,0.003685617,0.01298681,0.01833885],"study_design_scores_gemma":[0.0413138,0.00314808,0.006332297,0.7125385,0.06320266,0.0007613983,0.001465707,0.003041914,0.003133446,0.01678113,0.1474828,0.0007982879],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004580059,0.003734508,0.002147831,0.0003701414,0.000321647,0.9864873,0.005800456,0.000130661,0.0005493896],"genre_scores_gemma":[0.0003865368,0.001128267,0.002266023,0.0001553388,0.00002054996,0.9953879,0.0004587689,0.000008832571,0.0001878246],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09454111,"threshold_uncertainty_score":0.4999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2361656012005412,"score_gpt":0.4728535015081418,"score_spread":0.2366879003076006,"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."}}