{"id":"W4391352993","doi":"10.1177/19375867231221559","title":"The Influence of Exposure to Nature on Inpatient Hospital Stays: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Natural (archaeology); Anxiety; Therapeutic window; Psychology; Narrative; Health care; Thematic analysis; Window (computing); Medicine; Applied psychology; Qualitative research; Computer science; History; Psychiatry; Sociology; Art","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01256051,0.0006483879,0.00176239,0.0003144542,0.001313711,0.000172969,0.001707261,0.000415473,0.0004400802],"category_scores_gemma":[0.0005234072,0.0003934725,0.0004187792,0.00123091,0.0004753844,0.0002193842,0.0008707396,0.006354393,0.002732288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455972,"about_ca_system_score_gemma":0.001585911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008029249,"about_ca_topic_score_gemma":0.00006734035,"domain_scores_codex":[0.9871619,0.004062968,0.002062307,0.0009487729,0.003908391,0.001855702],"domain_scores_gemma":[0.9955163,0.0009295318,0.0009840159,0.001162785,0.00003156378,0.001375795],"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":[0.00004972805,0.0003061098,0.0001289602,0.06283922,0.0001145121,0.000122579,0.0005126384,0.0003348658,0.000001129134,0.00002801358,0.1486084,0.7869538],"study_design_scores_gemma":[0.0001045548,0.003136156,0.0002048758,0.3210832,0.00006921842,0.00004381086,0.00003056994,9.518207e-7,2.51929e-7,0.00005570206,0.6750027,0.0002680309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007442463,0.9884597,0.0000603816,0.00325783,0.0002761315,0.007762784,0.00002923671,0.00001417197,0.00006534778],"genre_scores_gemma":[0.00003440746,0.9961311,0.0005725353,0.001471272,0.0001987851,0.0005319983,0.000006672032,0.0001194218,0.0009338023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7866858,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1290610488161233,"score_gpt":0.4654481600226036,"score_spread":0.3363871112064803,"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."}}