{"id":"W2001216560","doi":"10.1016/j.healthpol.2013.03.015","title":"Methods to stimulate national and sub-national benchmarking through international health system performance comparisons: A Canadian approach","year":2013,"lang":"en","type":"article","venue":"Health Policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"Commonwealth Fund","keywords":"Benchmarking; Political science; Regional science; Business; Geography; Marketing","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003566356,0.0002945633,0.0006518878,0.0007910746,0.002261508,0.00004996684,0.0003329705,0.0002010047,0.0002442931],"category_scores_gemma":[0.0003335111,0.0002860892,0.00005943289,0.000628058,0.00005662906,0.000447962,0.0001858239,0.0007677646,0.000510465],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01107783,"about_ca_system_score_gemma":0.02801547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4328746,"about_ca_topic_score_gemma":0.02503507,"domain_scores_codex":[0.9947817,0.001142964,0.001329788,0.0005441165,0.000680799,0.001520597],"domain_scores_gemma":[0.9964222,0.0006427127,0.0005072401,0.0002405284,0.0007791723,0.001408105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004128288,0.00006486003,0.02122127,0.002909948,0.00007049004,5.330905e-7,0.009722128,0.0003539337,0.000004199018,0.1042294,0.7954135,0.06596842],"study_design_scores_gemma":[0.0009320788,0.0001443215,0.2617857,0.0003152714,0.000003253848,0.00002185062,0.0009766425,0.02321504,7.56787e-7,0.0005603154,0.711736,0.0003088088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009430707,0.001857021,0.02469063,0.7290121,0.003080478,0.007029368,0.0005527415,0.0004354096,0.2239116],"genre_scores_gemma":[0.3362618,0.0005517422,0.1969979,0.4604803,0.002859001,0.001242005,0.0004136616,0.00007325981,0.001120294],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4078395,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557920516669976,"score_gpt":0.5319463165368168,"score_spread":0.3761542648698192,"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."}}