{"id":"W3118819485","doi":"10.1186/s12962-021-00314-3","title":"Can integrated care improve the efficiency of hospitals? Research based on 200 Hospitals in China","year":2021,"lang":"en","type":"article","venue":"Cost Effectiveness and Resource Allocation","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Data envelopment analysis; Health administration; Tobit model; Health services research; Health care; Confounding; Medicine; Efficiency; Health informatics; Econometrics; Operations management; Statistics; Public health; Nursing; Economics; Mathematics; Economic growth","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":[0.003110374,0.0006937939,0.0006338677,0.004177603,0.0008991697,0.00100771,0.0007770087,0.0004898396,0.00150213],"category_scores_gemma":[0.004490267,0.0005124903,0.001364719,0.006138249,0.0009284675,0.001089898,0.001080797,0.0004455152,0.0001488856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006878658,"about_ca_system_score_gemma":0.005602065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09525136,"about_ca_topic_score_gemma":0.0949856,"domain_scores_codex":[0.9979429,0.0005043478,0.000195901,0.0002495769,0.0004347833,0.0006724435],"domain_scores_gemma":[0.9959815,0.001160095,0.001272359,0.0003080618,0.0007102534,0.0005678555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001305498,0.0008072793,0.9787147,0.0001152084,0.000219828,0.0003687882,0.001533575,0.004783818,0.0003675954,0.0003843017,0.0003535645,0.01222077],"study_design_scores_gemma":[0.00003994958,0.000356234,0.9917725,0.000026404,0.00007041913,0.0000474232,0.002559242,0.004465492,0.0001984694,0.00008965745,0.0003605062,0.0000137566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995456,0.0000584233,0.00007647302,0.00003454679,7.885833e-7,0.0000236684,0.00007210326,0.00000143501,0.0001868491],"genre_scores_gemma":[0.9993203,0.0001261877,0.0001210151,0.00003097229,0.000004080413,0.00003006931,0.0002283417,0.000001011671,0.0001380922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09525136,"threshold_uncertainty_score":0.1893939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891357522606251,"score_gpt":0.4052241035645156,"score_spread":0.3863105283384531,"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."}}