{"id":"W1991246822","doi":"10.5430/jha.v2n1p49","title":"Exploring Indonesia’s “low hospital bed utilization-low bed occupancy-high disease burden” paradox","year":2012,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Hospital bed; Population; Medicine; Government (linguistics); Health care; Socioeconomics; Environmental health; Demography; Business; Geography; Economic growth; Nursing; Economics","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":[0.0006738629,0.0002376235,0.0005186778,0.0002515048,0.0001615724,0.0001272278,0.0002153134,0.0001266473,0.0000678603],"category_scores_gemma":[0.0002039184,0.0002099801,0.0002490514,0.0002591042,0.00004549803,0.002250729,0.00002799985,0.0002749531,0.0001155391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956093,"about_ca_system_score_gemma":0.0001776371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008295078,"about_ca_topic_score_gemma":0.000006026358,"domain_scores_codex":[0.9975862,0.00003033891,0.001516219,0.0002337635,0.000182666,0.0004508369],"domain_scores_gemma":[0.9975579,0.00002220977,0.00141588,0.0002578865,0.0001793326,0.0005667524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001763423,0.001728233,0.9589585,0.0003628716,0.0001673919,0.00008709467,0.003490573,0.00003536807,0.00001764191,0.02787685,0.0003662472,0.006732889],"study_design_scores_gemma":[0.001062048,0.002541764,0.9907717,0.0002399624,0.00001725811,0.00002543368,0.0008201693,0.0001394267,0.0003530605,0.001743112,0.001776506,0.000509545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901125,0.001662998,0.0007817482,0.001736355,0.005047696,0.0003336647,0.0000983278,0.00002428224,0.0002024613],"genre_scores_gemma":[0.9966299,0.0005202834,0.0002707223,0.00004862798,0.0023404,0.00003142037,0.00004507124,0.00003599578,0.00007756676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03181322,"threshold_uncertainty_score":0.8562741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07976334986656532,"score_gpt":0.2706339544692719,"score_spread":0.1908706046027066,"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."}}