{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213474,0.0003277283,0.0002407287,0.001374982,0.004979854,0.01102722,0.001732767,0.002108665,0.01073058],"category_scores_gemma":[0.0301179,0.0002815145,0.0004572355,0.001160367,0.006927948,0.004982343,0.01021914,0.003657618,0.00148588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008482676,"about_ca_system_score_gemma":0.03613621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005234541,"about_ca_topic_score_gemma":0.009941172,"domain_scores_codex":[0.9891293,0.003416748,0.0004966091,0.0009049524,0.002742804,0.00330955],"domain_scores_gemma":[0.9640136,0.004697276,0.00529702,0.003613835,0.008437276,0.01394102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001051864,0.0003850217,0.05595971,0.0003866208,0.00008409546,0.0005280743,0.0130161,0.001218323,0.003771081,0.5543575,0.07975101,0.2904372],"study_design_scores_gemma":[0.00005550809,0.0003584225,0.05121725,0.000688578,0.00004091173,0.0004781372,0.01257928,0.0007141699,0.002426254,0.08709808,0.8442837,0.00005957841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2277914,0.004550875,0.01823802,0.4113903,0.002176913,0.0002519518,0.0003006441,0.0005023923,0.3347975],"genre_scores_gemma":[0.9448172,0.001513222,0.0052358,0.0170531,0.001110545,0.0001241033,0.0001746587,0.0001139323,0.02985749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01213474,"threshold_uncertainty_score":0.06417537,"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."}}