{"id":"W4210500865","doi":"10.5198/jtlu.2022.2103","title":"Modal equity of accessibility to healthcare in Recife, Brazil","year":2022,"lang":"en","type":"article","venue":"Journal of Transport and Land Use","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Equity (law); Public transport; Business; Universal design; Health equity; Health care; Population; Psychological intervention; Public economics; Public health; Geography; Economic growth; Transport engineering; Environmental health; Economics; Medicine; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005760767,0.0001519413,0.0002251184,0.001002426,0.0005280121,0.0008496232,0.0003862734,0.0001641133,0.002036114],"category_scores_gemma":[0.003539831,0.0001393028,0.0002739574,0.00150426,0.0007705906,0.0005849461,0.001189408,0.0002926033,0.00007476041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181493,"about_ca_system_score_gemma":0.001383387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.169236,"about_ca_topic_score_gemma":0.2383536,"domain_scores_codex":[0.9995165,0.0001226921,0.0000410603,0.00009198259,0.0001006039,0.0001271979],"domain_scores_gemma":[0.9991713,0.0002449399,0.0002685251,0.00006171256,0.0001724711,0.00008122955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006734621,0.00006766309,0.9112849,0.0002684777,0.00007490578,0.0005201327,0.01862695,0.0006034272,0.000879109,0.0104435,0.001060947,0.05610264],"study_design_scores_gemma":[0.00000326211,0.00003260687,0.9820251,0.0001777519,0.00002290516,0.0004617833,0.01100206,0.0007850983,0.0001827698,0.001108455,0.004184137,0.0000139449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887509,0.0007174478,0.0005602306,0.0006292111,0.000007096507,0.00003678487,0.0005830815,0.00001175661,0.008703476],"genre_scores_gemma":[0.9994918,0.0001348912,0.0001301826,0.0000114354,0.000001197544,0.000006084879,0.00006259002,0.000001779238,0.0001599912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.169236,"threshold_uncertainty_score":0.336502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929921298064973,"score_gpt":0.3766610013762876,"score_spread":0.3173617883956379,"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."}}