{"id":"W4310083330","doi":"10.7870/cjcmh-2022-014","title":"A Scoping Review of the Definition of Walkability and its Relationship with Depression and Anxiety Symptoms","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Community Mental Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Dalhousie University; University of Ottawa","funders":"","keywords":"Walkability; Anxiety; Psychology; Depression (economics); Built environment; Mental health; Clinical psychology; Environmental health; Medicine; Psychiatry; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008760439,0.001771821,0.00414362,0.0156458,0.0009974417,0.003165307,0.00197844,0.002444039,0.004688575],"category_scores_gemma":[0.04396014,0.0009101956,0.004487744,0.01751863,0.001422762,0.003045642,0.002184317,0.002016815,0.0006858138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004155733,"about_ca_system_score_gemma":0.02003646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141723,"about_ca_topic_score_gemma":0.02710106,"domain_scores_codex":[0.9936464,0.001779675,0.002452458,0.0004838811,0.001467959,0.0001696518],"domain_scores_gemma":[0.9717012,0.02196949,0.002630138,0.0003833629,0.003081883,0.0002338522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006874635,0.00003269472,0.0006107477,0.6821866,0.001078553,0.0001444123,0.0007374788,0.0002342443,0.0002161681,0.002962892,0.01137672,0.3003508],"study_design_scores_gemma":[0.00002085769,0.00005171997,0.002121026,0.9018542,0.003656746,0.000376252,0.0004302804,0.00006930045,0.0001187445,0.001247884,0.09002401,0.00002893841],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001740102,0.9983719,0.0002038557,0.0003852751,0.000192645,0.00008946922,0.000117411,0.000004116616,0.0004613409],"genre_scores_gemma":[0.001304259,0.9976921,0.0003600211,0.0002226787,0.0000621154,0.0001491191,0.0001057802,0.000002638989,0.0001013148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0156458,"threshold_uncertainty_score":0.04633015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399766427080973,"score_gpt":0.3940397374780327,"score_spread":0.2540630947699355,"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."}}