{"id":"W2132505471","doi":"10.5539/res.v2n2p170","title":"The Greek hospital sector and its cost efficiency problems in relation to unexpected hospital demand: a policy-making perspective","year":2010,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Global Health Care Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inefficiency; Idle; Order (exchange); Public sector; Public hospital; Perspective (graphical); Cost efficiency; Operations management; Relation (database); Business; Economics; Public economics; Computer science; Finance; Microeconomics; Economy; Medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00202652,0.0002034463,0.0005017631,0.0001074079,0.0006227241,0.000008045789,0.0002166899,0.00004271319,0.000008638969],"category_scores_gemma":[0.008625877,0.0001340676,0.00005654799,0.0006713705,0.000117528,0.00009788142,0.0003773402,0.0005511116,0.0001868111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434383,"about_ca_system_score_gemma":0.0001297565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133335,"about_ca_topic_score_gemma":0.0004369208,"domain_scores_codex":[0.9971149,0.0009862457,0.0008065564,0.0003459037,0.000263386,0.0004830103],"domain_scores_gemma":[0.9975401,0.0007188527,0.0004432563,0.0002833559,0.0009149545,0.00009953811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000165601,0.001039294,0.1179698,0.07512552,0.0006443305,0.0001530168,0.5708557,0.00002536321,0.0009139563,0.1425575,0.07533175,0.01521816],"study_design_scores_gemma":[0.00107482,0.001056249,0.7990261,0.05674404,0.00009391567,0.000007055863,0.03326016,0.00002640813,0.000004063609,0.0005073358,0.1076455,0.0005544121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5547605,0.4023311,0.000009228825,0.01646037,0.001079317,0.006406157,0.00002837801,0.00009494296,0.01882995],"genre_scores_gemma":[0.9156573,0.08298106,0.0001082997,0.0006313896,0.0002981867,0.000133743,0.000001575416,0.00003050048,0.0001579115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6810563,"threshold_uncertainty_score":0.9997249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618605825219331,"score_gpt":0.4424943214941509,"score_spread":0.3963082632419576,"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."}}