{"id":"W2526914871","doi":"10.1177/0013916516670982","title":"A Systematic Review of Agreement Between Perceived and Objective Neighborhood Environment Measures and Associations With Physical Activity Outcomes","year":2016,"lang":"en","type":"review","venue":"Environment and Behavior","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Comparability; Physical activity; Psychology; Built environment; Variance (accounting); Variables; Statistics; Medicine; Mathematics; Physical therapy; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005700317,0.0003699072,0.002066411,0.00004637499,0.0002590174,0.00003218067,0.0001365153,0.000147969,0.00006755304],"category_scores_gemma":[0.00003096601,0.0002184151,0.0002104455,0.0000481237,0.0004987164,0.0001668066,0.00006850259,0.0001740351,0.00000588526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216788,"about_ca_system_score_gemma":0.00005458282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008995721,"about_ca_topic_score_gemma":0.00002312183,"domain_scores_codex":[0.997776,0.0004330933,0.0004321531,0.0004924235,0.0006257272,0.0002405842],"domain_scores_gemma":[0.9986653,0.0002945493,0.0006110104,0.0002658664,0.000009720327,0.0001535073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004154863,0.001033239,0.367458,0.3228745,0.0008884604,0.000006556169,0.002819139,6.20359e-9,0.000004175233,0.00004919331,0.000005193514,0.3048574],"study_design_scores_gemma":[0.0003859038,0.0001626515,0.8405386,0.1361399,0.01845528,6.102499e-7,0.0002117168,5.63438e-8,0.000001412615,0.00002636439,0.003470387,0.0006071294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03718594,0.9589058,0.00002202781,0.00006902162,0.00001580918,0.003397176,0.0002911078,0.00001279747,0.0001003823],"genre_scores_gemma":[0.05998591,0.9392369,0.00002227372,0.000006152462,0.00004355631,0.0004105366,0.0000213844,0.00001748318,0.0002557501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4730806,"threshold_uncertainty_score":0.8906711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069267342598257,"score_gpt":0.3238205524814075,"score_spread":0.2831278790554249,"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."}}