{"id":"W4379260415","doi":"10.5267/j.dsl.2023.4.005","title":"Assessing service availability and accessibility of healthcare facilities in Indonesia: A spatially-informed correspondence analysis with visual approach","year":2023,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Padjadjaran","keywords":"Health care; Distribution (mathematics); Business; Health facility; Public health; Service (business); Spatial analysis; Geography; Environmental health; Health services; Economic growth; Medicine; Nursing; Marketing; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01051267,0.0001932874,0.0006083163,0.001448855,0.0009347522,0.00009618422,0.0004128588,0.0001793631,0.00004278255],"category_scores_gemma":[0.00173928,0.0001501959,0.00005087388,0.01082043,0.0006426686,0.001853461,0.0002630293,0.0006557402,0.00002225558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844714,"about_ca_system_score_gemma":0.001690591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218001,"about_ca_topic_score_gemma":0.01610541,"domain_scores_codex":[0.9945667,0.001092571,0.001242041,0.000846495,0.001508944,0.0007431984],"domain_scores_gemma":[0.9947819,0.003360083,0.0004635298,0.0006077774,0.0005210289,0.0002656666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002415318,0.00002677517,0.9700613,0.0005846696,0.000008685326,0.000003932058,0.01304541,0.0003773193,0.0008352799,0.00004125503,0.00001554626,0.01475829],"study_design_scores_gemma":[0.0004471831,0.00004643098,0.9601417,0.0001786954,0.00001353134,0.00000112333,0.02333358,0.0155367,0.00004314839,0.00009403408,0.00002321171,0.0001406569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821604,0.00001022402,0.01130416,0.005438511,0.0001623054,0.0007556618,0.00002743747,0.00007899908,0.00006225825],"genre_scores_gemma":[0.9955271,0.00001309186,0.002066709,0.002265086,0.00001887431,0.00007168388,0.00001821836,0.000007408491,0.00001182267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01515938,"threshold_uncertainty_score":0.9943979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489070723249837,"score_gpt":0.4956756804755289,"score_spread":0.3467686081505452,"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."}}