{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069137,0.0001457355,0.000484855,0.000554272,0.001258718,0.00005558187,0.00111516,0.0002188709,0.0001552016],"category_scores_gemma":[0.00007953437,0.0001410165,0.0001372525,0.0006103478,0.001603288,0.0005471349,0.0005748821,0.00038967,0.00004912691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459466,"about_ca_system_score_gemma":0.0001783696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006322718,"about_ca_topic_score_gemma":0.001741269,"domain_scores_codex":[0.9984017,0.0002268503,0.0002619578,0.0004517635,0.0001779471,0.000479773],"domain_scores_gemma":[0.9981257,0.0001756648,0.0004456971,0.0005065431,0.0004431725,0.0003032514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001868708,0.0001166764,0.9863075,0.00009229398,0.000321402,0.00001835635,0.00516332,0.00001205721,0.00006674314,0.005895428,0.001160831,0.0006585018],"study_design_scores_gemma":[0.0008007062,0.0006673975,0.9807707,0.00007761865,0.00001226517,0.000003732113,0.00938835,0.00036484,0.00004131726,0.0004830323,0.00718377,0.0002062844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890448,0.0001395411,0.0002265232,0.002134748,0.0001222196,0.0004091058,0.00006934614,0.0000288423,0.007824912],"genre_scores_gemma":[0.9967128,0.0001601559,0.00007741678,0.00002080823,0.00003903691,9.889225e-8,0.000005597831,0.00001454537,0.002969522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007668056,"threshold_uncertainty_score":0.9681168,"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."}}