{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2108425,0.00173361,0.002692345,0.008545082,0.008673488,0.01397676,0.007399637,0.009719004,0.002321856],"category_scores_gemma":[0.3342039,0.001105138,0.002495352,0.01385513,0.07880423,0.01445678,0.01158604,0.0238873,0.0009399439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03236922,"about_ca_system_score_gemma":0.03913969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03814092,"about_ca_topic_score_gemma":0.0147833,"domain_scores_codex":[0.6225,0.2249344,0.01651167,0.02118639,0.1103765,0.004491117],"domain_scores_gemma":[0.5967708,0.3031232,0.01278715,0.02517501,0.05827659,0.003867286],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001839298,0.00002322602,0.001299116,0.0002967667,0.00004302267,0.00001741381,0.003416603,0.0005016631,0.00003160353,0.9489425,0.02347188,0.02193791],"study_design_scores_gemma":[0.00008545214,0.0001354095,0.004474184,0.001744251,0.00005247831,0.0001388844,0.003712867,0.003920698,0.0005149488,0.8015691,0.1835263,0.000125506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00528017,0.01593299,0.07459389,0.8390425,0.005017478,0.0001812842,0.0003949525,0.0003261494,0.05923051],"genre_scores_gemma":[0.6631065,0.01109518,0.0843429,0.2083021,0.02128755,0.002257956,0.0003584386,0.0005126198,0.008736755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7891575,"threshold_uncertainty_score":0.9731717,"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."}}