{"id":"W6886165634","doi":"10.15124/crd42015016343","title":"Do national health reforms improve access to emergency department and elective surgery? A systematic review of national health reform in Australia, Canada, New Zealand and the UK: 1994-2014","year":2015,"lang":"en","type":"other","venue":"York","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Protocol (science); Health reform; Public health; Health care reform; Health department","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005693994,0.0004806244,0.002034555,0.0004818609,0.00008005705,0.00004193198,0.0003646924,0.0001345647,0.0002288526],"category_scores_gemma":[0.000443318,0.000298262,0.00008413202,0.0008275714,0.00006621562,0.00008656584,0.0001281255,0.0002795904,0.00002342983],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005819014,"about_ca_system_score_gemma":0.01054433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8700625,"about_ca_topic_score_gemma":0.9695048,"domain_scores_codex":[0.9947517,0.0004864583,0.001670235,0.0005921597,0.001920298,0.0005791633],"domain_scores_gemma":[0.996471,0.0001396934,0.002204665,0.0003911718,0.0002831717,0.000510304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000679433,0.00002843441,0.00106419,0.06794678,0.0001834361,8.593497e-7,0.0002801103,9.403096e-7,9.273662e-8,0.0003158503,0.9300767,0.00003466801],"study_design_scores_gemma":[0.006092542,0.0006382673,0.02344771,0.5156654,0.0002855651,0.0002064721,0.0004484697,0.00001857574,0.00000369285,0.005143553,0.4454561,0.002593697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001167267,0.8035189,0.00001139649,0.02843679,0.00241794,0.05261545,0.02762171,0.000233839,0.08397673],"genre_scores_gemma":[0.02083382,0.09353992,0.0004658446,0.0119658,0.001757946,0.004429513,0.005751038,0.001936375,0.8593197],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.775343,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365408592557048,"score_gpt":0.3490264876965083,"score_spread":0.3053724017709379,"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."}}