{"id":"W2959136863","doi":"10.1016/j.jth.2019.100588","title":"Associations between utilitarian walking, meeting global physical activity guidelines, and psychological well-being among South Korean adolescents","year":2019,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Children's Hospital of Eastern Ontario; University of Alberta","funders":"Korea Centers for Disease Control and Prevention; Ministry of Advanced Education; Ministry of Health and Welfare","keywords":"Happiness; Confidence interval; Demography; Residence; Odds ratio; Physical activity; Logistic regression; Medicine; Psychology; Gerontology; Physical therapy; Social psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213342,0.0002207222,0.001211113,0.00007661409,0.0001863486,0.00001409852,0.000125275,0.0001516007,0.00001148327],"category_scores_gemma":[0.0000810256,0.0001761377,0.0003006763,0.0002413619,0.00007518951,0.0002651835,0.00001565003,0.0009840267,0.000007778903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540121,"about_ca_system_score_gemma":0.0003424999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680877,"about_ca_topic_score_gemma":0.00007764773,"domain_scores_codex":[0.9975423,0.000159189,0.000792285,0.0003147332,0.0006739457,0.000517547],"domain_scores_gemma":[0.9979898,0.00008190099,0.000832835,0.0001930045,0.0002113842,0.0006910551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002424563,0.001221233,0.9851305,0.0002228473,0.0000786901,0.00002101573,0.0009379728,0.000005171967,0.00006689943,0.00009236806,0.00009728299,0.0118835],"study_design_scores_gemma":[0.001842155,0.001408492,0.9945136,0.0009090189,0.0001354211,0.00002492381,0.0001153433,0.0001181334,0.00002398774,0.0006580736,0.0001205366,0.0001303426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930547,0.00005514405,0.0003884892,0.005131107,0.0001742638,0.0003686311,0.00005784021,0.00003212779,0.0007376197],"genre_scores_gemma":[0.9976083,0.00006969559,0.0006360207,0.0006845173,0.0009481695,7.748004e-7,0.00001677172,0.00001743227,0.00001831447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175316,"threshold_uncertainty_score":0.7182687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06818339456452885,"score_gpt":0.382863756583316,"score_spread":0.3146803620187871,"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."}}