{"id":"W2040899129","doi":"10.1108/18325910510635308","title":"Costs, incentives and changing resource allocations in health care organisations: comparing the UK and Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Accounting & Organizational Change","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Incentive; Business; Health care; Accounting; Control (management); Resource allocation; Resource (disambiguation); Public economics; Economics; Economic growth; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007716736,0.0001702812,0.0002289527,0.0004559552,0.0006325864,0.000381535,0.0002428726,0.00003727187,0.00006049536],"category_scores_gemma":[0.0004110987,0.0001450274,0.0000179275,0.001016542,0.00005360013,0.001009702,0.000268042,0.0002083716,0.000004151152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366253,"about_ca_system_score_gemma":0.0002122915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04325094,"about_ca_topic_score_gemma":0.1796908,"domain_scores_codex":[0.9984667,0.00002446454,0.0005628245,0.0001864855,0.0004882884,0.0002712453],"domain_scores_gemma":[0.9984134,0.0001221342,0.0007247875,0.0001058048,0.0006105292,0.00002328125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001126605,0.0000371139,0.974293,0.0001788951,0.00003684925,0.000003598981,0.002755156,0.0004214809,0.00002045734,0.0160292,0.004526741,0.001686258],"study_design_scores_gemma":[0.001080049,0.00001376683,0.8398927,0.0004831115,0.00007018739,0.00004675849,0.02479813,0.002849675,0.00001990773,0.0002635915,0.1300851,0.0003969416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949544,0.00377433,0.00046764,0.0448297,0.0002728523,0.0004181589,0.000005470231,0.00003760738,0.0006502683],"genre_scores_gemma":[0.9877976,0.0001080283,0.0003927329,0.009326727,0.002261854,0.000004055235,0.00004058912,0.00003532398,0.00003314098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364399,"threshold_uncertainty_score":0.9631202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184717131718889,"score_gpt":0.2108774747954466,"score_spread":0.1990303034782578,"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."}}