{"id":"W2571009900","doi":"10.1177/2050312116686516","title":"Health system frameworks and performance indicators in eight countries: A comparative international analysis","year":2017,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; National Health and Medical Research Council","keywords":"Medicine; Healthcare system; Health care; Environmental health; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02392951,0.0005639341,0.0009087538,0.02357618,0.0007220336,0.002672362,0.0007582981,0.0005605446,0.002420818],"category_scores_gemma":[0.04498965,0.0003307491,0.00136135,0.04997899,0.001625395,0.003249057,0.00290177,0.0008672915,0.0001558518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004904414,"about_ca_system_score_gemma":0.003574985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620704,"about_ca_topic_score_gemma":0.01029849,"domain_scores_codex":[0.9862401,0.007611342,0.002010497,0.0007311705,0.002187761,0.001219149],"domain_scores_gemma":[0.958497,0.02374378,0.008731226,0.001697872,0.006364193,0.0009659964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001007196,0.0004343656,0.8340815,0.00386687,0.001435162,0.0003359278,0.01269631,0.002844624,0.0001902867,0.01938537,0.003477711,0.1202447],"study_design_scores_gemma":[0.00006232126,0.0004005292,0.9732111,0.001382942,0.0005148089,0.0001644112,0.01538329,0.0008139026,0.0001578902,0.001300727,0.006564837,0.00004329818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949704,0.01747126,0.003319792,0.0008089613,0.00006769333,0.0004461487,0.007535644,0.00004535999,0.0206011],"genre_scores_gemma":[0.9900597,0.003590205,0.00237166,0.00005855088,0.00001484631,0.0002608551,0.003478128,0.00001260211,0.0001534893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392951,"threshold_uncertainty_score":0.1265528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06164900232506146,"score_gpt":0.4886739046788945,"score_spread":0.4270249023538331,"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."}}