{"id":"W1959972596","doi":"10.1177/0020731415585987","title":"A Critique of Health System Performance Measurement","year":2015,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Sociology; Representation (politics); Performance measurement; Phenomenon; Public health; Epistemology; Positive economics; Psychology; Political science; Medicine; Economics; Law; Politics; Nursing; Philosophy; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01059607,0.0001584337,0.0007714978,0.0003624112,0.0002557508,0.00001119611,0.0007104202,0.00009737047,0.0000452679],"category_scores_gemma":[0.0000658535,0.0001279943,0.0001120246,0.0001482191,0.00002532288,0.0004114303,0.0001151517,0.0005231855,0.00004280208],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003652822,"about_ca_system_score_gemma":0.01162716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619695,"about_ca_topic_score_gemma":0.0005559936,"domain_scores_codex":[0.9935097,0.001084185,0.002940114,0.0001471446,0.001841962,0.0004769166],"domain_scores_gemma":[0.9912741,0.0001607786,0.003588642,0.0001987671,0.004393484,0.0003841838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00264313,0.001010791,0.5403776,0.05789508,0.001029381,0.00008396008,0.07608707,0.000344782,0.0001011309,0.01302341,0.143011,0.1643926],"study_design_scores_gemma":[0.01097513,0.003532435,0.2960083,0.02503551,0.00005098393,0.0003531724,0.07477529,0.0006983009,0.0001098525,0.001019774,0.5869097,0.0005316071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6042173,0.04779691,0.003694139,0.2942301,0.02980253,0.002132155,0.0001444955,0.0001856311,0.01779678],"genre_scores_gemma":[0.9647896,0.001037454,0.001067543,0.03230083,0.000698466,0.00001385689,0.000008510405,0.00002003251,0.00006371171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438986,"threshold_uncertainty_score":0.993976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155600193471613,"score_gpt":0.4614583632954981,"score_spread":0.3458983439483368,"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."}}