{"id":"W4296954354","doi":"10.1186/s12966-022-01359-0","title":"The neighbourhood built environment and health-related fitness: a narrative systematic review","year":2022,"lang":"en","type":"review","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Neighbourhood (mathematics); Cardiorespiratory fitness; Built environment; CINAHL; Physical fitness; Gerontology; Psychology; Medicine; Psychological intervention; Physical therapy; Ecology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006621952,0.001130345,0.005239028,0.008669434,0.0006561615,0.002801512,0.001647992,0.002006326,0.004331301],"category_scores_gemma":[0.03779568,0.0009266275,0.004129116,0.0112736,0.0008201982,0.002816077,0.001631874,0.001026762,0.0002909037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003841792,"about_ca_system_score_gemma":0.0138756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00948906,"about_ca_topic_score_gemma":0.02790947,"domain_scores_codex":[0.9943218,0.002139159,0.001953554,0.0004660485,0.0009166076,0.0002028223],"domain_scores_gemma":[0.9759122,0.01724042,0.004660136,0.0002710668,0.001621026,0.0002951502],"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":[0.0001436213,0.00002179626,0.001458019,0.9660634,0.003769189,0.0001722969,0.0004031164,0.00009900919,0.00007638794,0.0002877975,0.001583193,0.0259222],"study_design_scores_gemma":[0.0001498386,0.0001464936,0.006105192,0.9553207,0.02393889,0.0004950863,0.0005527231,0.00009844357,0.00007523008,0.0003075055,0.01278302,0.00002685636],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00193574,0.9963998,0.000141288,0.0003345613,0.00008287887,0.0003618592,0.0003698737,0.000006114984,0.0003680098],"genre_scores_gemma":[0.02604713,0.9707419,0.0008001974,0.0006811129,0.0000872469,0.001183608,0.0002732376,0.000003870072,0.0001817827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00948906,"threshold_uncertainty_score":0.03502065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09431936114201113,"score_gpt":0.422182787572783,"score_spread":0.3278634264307719,"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."}}