{"id":"W3032845510","doi":"","title":"The Effect of Walkability on the Prevalence of Diabetes in Toronto, ON","year":2020,"lang":"en","type":"article","venue":"Undergraduate Research Journal","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Walkability; Environmental health; Medicine; Type 2 diabetes; Diabetes mellitus; Physical activity; Index (typography); Gerontology; Physical therapy; Computer science; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002927738,0.0002563884,0.0002172232,0.0006977544,0.0009002318,0.0006917524,0.0004607512,0.0002808649,0.004257357],"category_scores_gemma":[0.002217787,0.0002267353,0.0005599383,0.001417138,0.0003074941,0.0002645507,0.0005685905,0.0004918775,0.0002959046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005533039,"about_ca_system_score_gemma":0.00391316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9286935,"about_ca_topic_score_gemma":0.9599788,"domain_scores_codex":[0.9996417,0.00006405201,0.00004019408,0.00005556461,0.0001008989,0.00009765621],"domain_scores_gemma":[0.9977252,0.0002192854,0.0006319627,0.0000719891,0.0005142291,0.0008372832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001168341,0.00002362747,0.9965654,0.00003443912,0.00006670209,0.00008150368,0.0003576401,0.00009903255,0.00009189689,0.00004348409,0.0009989779,0.001520531],"study_design_scores_gemma":[0.000002283075,0.00002001049,0.9994175,0.00001231424,0.00001610313,0.0000189077,0.0002703957,0.00006934226,0.000008952788,0.000004690717,0.0001568065,0.000002696837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880093,0.0009821531,0.00006288001,0.0003106249,0.00003708053,0.00002441011,0.006317682,0.0000156891,0.004240114],"genre_scores_gemma":[0.9974889,0.0002753041,0.00004444653,0.00001986116,0.000008911205,0.000009022647,0.001186554,0.000002260867,0.0009648759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07130647,"threshold_uncertainty_score":0.1434528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05470807121664123,"score_gpt":0.3872785723846791,"score_spread":0.3325705011680378,"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."}}