{"id":"W2168446716","doi":"10.5430/jha.v4n1p9","title":"Maintaining sustainability of acute care hospitals","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Closure (psychology); Government (linguistics); Business; Health care; Intervention (counseling); Finance; Sustainability; Economic policy; Accounting; Public economics; Economic growth; Medicine; Economics; Market economy; Nursing","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":[0.001342769,0.0001612375,0.0004824379,0.0001114436,0.0002363912,0.00001165218,0.0002432682,0.0002059576,0.00007584357],"category_scores_gemma":[0.001275569,0.0001380156,0.0001730253,0.0001743173,0.00009062055,0.0003437925,0.00005567401,0.0005467038,0.00002184901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597819,"about_ca_system_score_gemma":0.001293111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003582741,"about_ca_topic_score_gemma":0.00002570491,"domain_scores_codex":[0.997053,0.000435865,0.0014312,0.0001640509,0.0005189449,0.0003969939],"domain_scores_gemma":[0.9944505,0.0003400729,0.001659991,0.0002633301,0.003056623,0.0002294639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027825,0.0005079875,0.9117103,0.002158978,0.0002395011,0.0001270425,0.02991205,0.00004722583,0.0001624602,0.03942389,0.00973873,0.004944067],"study_design_scores_gemma":[0.00313936,0.05715246,0.7817754,0.001176859,0.0003804203,0.00004044539,0.1223827,0.00007799485,0.001806275,0.02148758,0.01000631,0.0005743009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892083,0.0002200655,0.0009198292,0.003216922,0.001579492,0.000531004,0.00002327528,0.000022894,0.004278227],"genre_scores_gemma":[0.9976811,0.00003318574,0.001364006,0.000141906,0.0006415236,0.000009209713,0.00001332265,0.0000175051,0.00009818909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1299349,"threshold_uncertainty_score":0.5628115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209887979414897,"score_gpt":0.4040651731952259,"score_spread":0.391966293401077,"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."}}