{"id":"W4323048980","doi":"10.2337/figshare.22060106","title":"Higher neighbourhood drivability is associated with a higher diabetes risk in younger adults: a population-based cohort study in Toronto, Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Medicine; Cohort; Diabetes mellitus; Demography; Gerontology; Cohort study; Population; Type 2 diabetes; Internal medicine; Environmental health; 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":[0.0003361941,0.000343649,0.0003631183,0.0007639301,0.001716701,0.0009030901,0.0007453617,0.0004281227,0.002121851],"category_scores_gemma":[0.0009140862,0.0003823282,0.0006411481,0.00249727,0.0004542133,0.0003347158,0.0006139787,0.0006348012,0.0002614709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008598507,"about_ca_system_score_gemma":0.007650586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786223,"about_ca_topic_score_gemma":0.9857925,"domain_scores_codex":[0.9995789,0.00002901321,0.00003719406,0.0001014489,0.0001327555,0.0001207154],"domain_scores_gemma":[0.9991936,0.00002648119,0.000181551,0.00005407843,0.0002676333,0.0002766217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004541546,0.00001513835,0.9976004,0.00002040074,0.00004902351,0.0000775887,0.0003646412,0.00003559096,0.0001491327,0.00002752003,0.0008094159,0.0008058748],"study_design_scores_gemma":[0.000004053679,0.000009883275,0.999168,0.00001387159,0.00001719612,0.00003273217,0.0003967918,0.0000795327,0.00001227107,0.000007337842,0.0002544534,0.000004000633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923167,0.0005631681,0.00009002908,0.0002949658,0.00002120212,0.00004934174,0.005172662,0.000008168775,0.001483878],"genre_scores_gemma":[0.9973175,0.0003378914,0.00008674533,0.00008089109,0.000008209323,0.00001617217,0.001538133,0.000002785787,0.0006117188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137774,"threshold_uncertainty_score":0.06238681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822883233689413,"score_gpt":0.3028181764587967,"score_spread":0.2845893441219025,"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."}}