{"id":"W2155338311","doi":"10.1186/1478-4505-12-44","title":"Advancing the application of systems thinking in health: managing rural China health system development in complex and dynamic contexts","year":2014,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance for Health Policy and Systems Research; Economic and Social Research Council; Department for International Development; International Development Research Centre; World Health Organization","keywords":"Public health; Health services research; Health administration; China; Health policy; Health informatics; Medicine; International health; Political science; Economic growth; Nursing; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03362711,0.0002181794,0.001260323,0.001192637,0.000886322,0.000137412,0.0002831746,0.0001232845,4.566484e-7],"category_scores_gemma":[0.0002309376,0.0001698379,0.00003377119,0.0008543155,0.0001214352,0.0001545073,0.0001347703,0.0005839833,0.00000851346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611876,"about_ca_system_score_gemma":0.0007354202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4062626,"about_ca_topic_score_gemma":0.01251964,"domain_scores_codex":[0.9934346,0.001433087,0.002891386,0.0005235501,0.0002964227,0.00142097],"domain_scores_gemma":[0.9976243,0.0002646334,0.001132072,0.0004525132,0.00008196759,0.0004445648],"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":[0.00003166765,0.00006417164,0.04220264,0.0382855,0.00002308006,0.000001518237,0.02422326,0.0008737295,0.000003981752,0.8107806,0.0001056984,0.08340415],"study_design_scores_gemma":[0.002272386,0.0006273345,0.5360241,0.009436471,3.680582e-7,0.000128149,0.02446274,0.3596374,4.233121e-7,0.003117208,0.06381255,0.0004808447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6738086,0.1798326,0.02673966,0.09559847,0.001316252,0.01805089,0.0002183019,0.0001836065,0.004251661],"genre_scores_gemma":[0.9967993,0.00217669,0.00008457535,0.0003139201,0.0001549895,0.0003170811,0.00002008801,0.00003231777,0.0001010619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076634,"threshold_uncertainty_score":0.9950842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197136854859467,"score_gpt":0.4080190147026422,"score_spread":0.2883053292166955,"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."}}