{"id":"W2940505696","doi":"","title":"DEMOGRAPHIC AND SOCIOECONOMIC FACTORS ASSOCIATED WITH ACCESS TO PUBLIC CLINICS","year":2018,"lang":"en","type":"article","venue":"The University of Malaya Research Repository (University of Malaya)","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Universiti Malaya","keywords":"Socioeconomic status; Ethnic group; Kuala lumpur; Quarter (Canadian coin); Medicine; Public sector; Public health; Health care; Developing country; Focus group; Family medicine; Environmental health; Gerontology; Geography; Business; Economic growth; Population; Nursing; Political science; Marketing","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":[0.0005083483,0.000109933,0.0001211645,0.0006069064,0.0003809627,0.0005014194,0.0002687371,0.0002703595,0.006009982],"category_scores_gemma":[0.003059676,0.0001268962,0.0002049186,0.0007354915,0.0002902325,0.0002906493,0.0004360153,0.000399579,0.00030557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039748,"about_ca_system_score_gemma":0.0005942211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137395,"about_ca_topic_score_gemma":0.01301367,"domain_scores_codex":[0.9995425,0.0001389119,0.00006458689,0.00004262376,0.00008875897,0.0001226554],"domain_scores_gemma":[0.9965187,0.0005256944,0.001911574,0.00009365506,0.0002261742,0.0007242229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002015337,0.00004996029,0.9982645,0.000009481922,0.00001305032,0.00005497409,0.0001200957,0.00003172246,0.0000476819,0.00002810786,0.0001561497,0.001204176],"study_design_scores_gemma":[7.943428e-7,0.00001745604,0.9993908,0.0000074471,0.000003082138,0.00006511605,0.0003132503,0.00005847702,0.000009748084,0.00001285746,0.0001196692,0.000001423978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985237,0.0001148349,0.00002968032,0.0002013667,0.000002519726,0.000008914378,0.0002978775,0.00000163941,0.0008195266],"genre_scores_gemma":[0.9997239,0.00005210324,0.00002145086,0.00001716046,0.000003573656,0.000003458702,0.0000906716,3.46035e-7,0.00008730229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137395,"threshold_uncertainty_score":0.02731907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092386797031151,"score_gpt":0.2805464691398593,"score_spread":0.1713077894367442,"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."}}