{"id":"W3217072072","doi":"10.1016/j.jth.2021.101294","title":"Transit use and health care costs: A cross-sectional analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Ministry of Health","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Cross-sectional study; Transit (satellite); Medicine; Environmental health; Transport engineering; Engineering; Public transport","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001788692,0.0002330029,0.001152268,0.0003811423,0.001346117,0.00002993749,0.0001381263,0.0001504417,0.0001868331],"category_scores_gemma":[0.00007539183,0.0002041564,0.0004142789,0.0008271089,0.0000926318,0.0003686135,0.00001731018,0.001218355,0.00000456034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112328,"about_ca_system_score_gemma":0.003757323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163597,"about_ca_topic_score_gemma":0.05092294,"domain_scores_codex":[0.9956693,0.000520216,0.002071847,0.0003533667,0.0006738778,0.000711375],"domain_scores_gemma":[0.996408,0.0003112829,0.001097968,0.0002712138,0.001307759,0.0006037318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005807791,0.00009921754,0.9815033,0.0008382134,0.000701707,0.00007558386,0.01476423,0.000108304,0.000006175944,0.00006761346,0.001089756,0.0006877974],"study_design_scores_gemma":[0.00156017,0.0002665578,0.9838807,0.0004194796,0.0001849469,0.00005247648,0.004721827,0.000007719716,0.000003181966,0.00001867787,0.008744943,0.0001392992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663613,0.0100921,0.003785722,0.01805073,0.0009166957,0.0003758505,0.0002643974,0.00004332729,0.0001098692],"genre_scores_gemma":[0.9856557,0.005139834,0.00229498,0.006109416,0.0003831881,0.00000790761,0.00006171107,0.00003184099,0.0003154477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04875934,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09468033929356298,"score_gpt":0.4576591401574293,"score_spread":0.3629788008638664,"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."}}