{"id":"W1984125207","doi":"10.1377/hlthaff.2009.0022","title":"An Experiment In Payment Reform For Doctors In Rural China Reduced Some Unnecessary Care But Did Not Lower Total Costs","year":2011,"lang":"en","type":"article","venue":"Health Affairs","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Payment; Salary; Inefficiency; Business; Incentive; China; Medical prescription; Health care; Quality (philosophy); Actuarial science; Finance; Medicine; Economic growth; Nursing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008807096,0.000961818,0.001053848,0.000604336,0.001803485,0.0009091474,0.001654592,0.00218892,0.007813892],"category_scores_gemma":[0.01012325,0.0005425086,0.001197341,0.0009542875,0.0027878,0.001145944,0.0009241959,0.001698,0.0005303037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002916978,"about_ca_system_score_gemma":0.005802117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357603,"about_ca_topic_score_gemma":0.01145704,"domain_scores_codex":[0.9950067,0.003396501,0.0001905769,0.0004787098,0.000311432,0.0006160024],"domain_scores_gemma":[0.986369,0.007138493,0.002473737,0.001585483,0.0006122004,0.001821082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2593292,0.2929516,0.09233554,0.004784335,0.001804625,0.003354018,0.01041727,0.04051654,0.07719868,0.02700187,0.01994416,0.170362],"study_design_scores_gemma":[0.3262704,0.290255,0.2210025,0.000259461,0.002055851,0.0003080559,0.006259777,0.07157069,0.03807231,0.01581193,0.02748765,0.0006463385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950064,0.00003823636,0.0007628083,0.001023573,0.00006877578,0.001161751,0.0001850467,0.00004836046,0.001705013],"genre_scores_gemma":[0.9921262,0.00005491553,0.00300537,0.0007118472,0.0000516766,0.001675276,0.0001188509,0.000007168933,0.002248642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357603,"threshold_uncertainty_score":0.04657692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866349223919588,"score_gpt":0.286324526706345,"score_spread":0.2476610344671491,"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."}}