{"id":"W2994573004","doi":"10.12927/hcq.2013.23296","title":"Making Sense of Health Rankings","year":2013,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Health care; Ranking (information retrieval); Rank (graph theory); Quality (philosophy); Gross domestic product; Health administration; Healthcare system; Population health; Population; Public relations; Medicine; Business; Actuarial science; Computer science; Political science; Economics; Economic growth; Environmental health; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.1475507,0.00202704,0.001674112,0.01552194,0.009034468,0.0424292,0.00500958,0.007497083,0.009986455],"category_scores_gemma":[0.398115,0.001413104,0.001344328,0.01157751,0.03885462,0.05852165,0.01687898,0.01289734,0.002907741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008708844,"about_ca_system_score_gemma":0.008901463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005747584,"about_ca_topic_score_gemma":0.005098572,"domain_scores_codex":[0.8691624,0.09550223,0.006951157,0.006830768,0.01845421,0.00309925],"domain_scores_gemma":[0.6770892,0.2369924,0.01813967,0.0226844,0.04044996,0.004644427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005414033,0.00002270774,0.003335863,0.0005018531,0.0001094286,0.0001916623,0.02978969,0.001058588,0.000136871,0.7858555,0.09942708,0.07951668],"study_design_scores_gemma":[0.00002552316,0.00003577687,0.001405767,0.000995155,0.00004547636,0.000120089,0.0192718,0.00176187,0.0003030415,0.7412866,0.2346358,0.0001130969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01516254,0.01783068,0.2143421,0.5740957,0.02482847,0.0003346382,0.001498699,0.001596809,0.1503105],"genre_scores_gemma":[0.7028267,0.01965693,0.1746293,0.05637428,0.02532381,0.000914082,0.00143008,0.001845455,0.01699943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1475507,"threshold_uncertainty_score":0.780332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09108593734640996,"score_gpt":0.4453182544733177,"score_spread":0.3542323171269078,"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."}}