{"id":"W2532820949","doi":"10.17269/cjph.107.5273","title":"Public health systems under attack in Canada: Evidence on public health system performance challenges arbitrary reform","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Public health; Per capita; Staffing; Health policy; Productivity; Health promotion; Business; Population; Public economics; Health care; Population health; Public relations; Environmental health; Political science; Public administration; Economic growth; Economics; Medicine; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01720853,0.0005258945,0.0016605,0.004228103,0.01192277,0.01284662,0.00413385,0.005684659,0.00953659],"category_scores_gemma":[0.09197381,0.0007156783,0.001400684,0.01131624,0.01195045,0.005238347,0.01011704,0.00875488,0.0003324889],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1629131,"about_ca_system_score_gemma":0.3543033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899927,"about_ca_topic_score_gemma":0.993852,"domain_scores_codex":[0.9596712,0.005473848,0.001348417,0.001504555,0.01223348,0.01976852],"domain_scores_gemma":[0.9038439,0.02073131,0.0180376,0.002486177,0.02979984,0.02510113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001458,0.0007675278,0.711032,0.002079397,0.001029662,0.0006184446,0.02432673,0.003119833,0.0003500695,0.08755586,0.07516939,0.09294955],"study_design_scores_gemma":[0.0003246212,0.0001844272,0.9222714,0.001832568,0.0007927171,0.00005437691,0.02690857,0.0007606104,0.0003367896,0.005412098,0.04101593,0.0001059853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5638071,0.02291789,0.0004128261,0.3314957,0.0008192809,0.0003700186,0.003801231,0.00004713174,0.07632878],"genre_scores_gemma":[0.9726244,0.006751089,0.0001690179,0.01626778,0.000307341,0.00005826211,0.0007314528,0.00001435896,0.003076326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8370869,"threshold_uncertainty_score":0.9709022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4502898171290816,"score_gpt":0.4297976323699605,"score_spread":0.02049218475912112,"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."}}