{"id":"W1912939466","doi":"","title":"Public sector and efficiency: Are they mutually exclusive? An alternative policy framework to improve the efficiency of public health care system in Tamil Nadu India.","year":2003,"lang":"en","type":"article","venue":"World health & population","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Tamil; Health care; Business; Incentive; Public sector; Public health; Premise; Economic growth; Economics; Public economics; Medicine; Nursing; Political science","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":[0.006860467,0.0007262948,0.0004402091,0.002490696,0.002602033,0.01393826,0.001927626,0.005961447,0.006875981],"category_scores_gemma":[0.009473499,0.000448676,0.0007678333,0.002265538,0.01038682,0.009098561,0.005280079,0.004604298,0.0004692196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02516392,"about_ca_system_score_gemma":0.02008809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02657936,"about_ca_topic_score_gemma":0.02370402,"domain_scores_codex":[0.9903145,0.005061163,0.0002600952,0.000661505,0.001382271,0.002320386],"domain_scores_gemma":[0.9951165,0.002746835,0.0005033445,0.0003123906,0.0008852972,0.0004357022],"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":[0.00001261757,0.00001374739,0.000247692,0.0000329844,0.000008139558,0.00004203006,0.0002312664,0.001115151,0.00002491211,0.9928353,0.002894205,0.002542001],"study_design_scores_gemma":[0.0001093108,0.00007165413,0.006022492,0.0005635228,0.00006700048,0.0001946636,0.003118626,0.006713944,0.0004777263,0.8385676,0.1440322,0.00006138602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04181175,0.02427864,0.02121158,0.6395917,0.001201815,0.0002216841,0.0003197973,0.0001062781,0.2712567],"genre_scores_gemma":[0.9376602,0.004655573,0.004700271,0.02718934,0.00109872,0.0003249885,0.00007735972,0.00002637814,0.02426725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02657936,"threshold_uncertainty_score":0.1825778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05709568854982507,"score_gpt":0.3029075272676989,"score_spread":0.2458118387178738,"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."}}