{"id":"W4239978760","doi":"10.21203/rs.3.rs-39314/v1","title":"Can Integrated Care Improve the Efficiency of Hospitals? - Research based on 200 Hospitals in China","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"China; Business; Political science","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":[0.003884881,0.0007428267,0.0006812824,0.004263513,0.0008917443,0.001128374,0.0008896404,0.0005827314,0.001617943],"category_scores_gemma":[0.004515696,0.0005439342,0.001804644,0.005599215,0.0009300302,0.00115978,0.00112954,0.0004597897,0.0001673456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006316968,"about_ca_system_score_gemma":0.005751801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0862207,"about_ca_topic_score_gemma":0.08184014,"domain_scores_codex":[0.9975109,0.0007042793,0.0002762143,0.0003312701,0.0004633256,0.0007139539],"domain_scores_gemma":[0.9959081,0.001046491,0.001334873,0.0003556615,0.0007260346,0.0006288535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257207,0.0008332664,0.9846662,0.0001164501,0.0003018476,0.0002941142,0.0009689973,0.00327519,0.0003326706,0.0002441019,0.0002344561,0.00860699],"study_design_scores_gemma":[0.00004954324,0.0003773403,0.9922007,0.00003057818,0.0001110388,0.00004825308,0.002407135,0.004161689,0.0002174384,0.00007803922,0.000302483,0.0000158561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995518,0.00006171546,0.00008807176,0.00003909018,0.000001081357,0.0000276943,0.00008740655,0.000001669169,0.0001414429],"genre_scores_gemma":[0.9993747,0.00009552536,0.0001104841,0.00003497044,0.000004480274,0.00003203849,0.0002392227,0.000001093558,0.0001075316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0862207,"threshold_uncertainty_score":0.1714376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3386113535638021,"score_gpt":0.5099672827819786,"score_spread":0.1713559292181765,"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."}}