{"id":"W1507876502","doi":"10.1007/bf03403972","title":"The inevitable health system(s) reform: an opportune time to reflect on systems thinking in public health in Canada.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health; Institute of Population and Public Health; Institut National de Santé Publique du Québec; Health Canada; Ministry of Health and Long Term Care; University of Ottawa","funders":"","keywords":"Public health; Systems thinking; Political science; Healthcare system; Health care reform; Health reform; Engineering ethics; Environmental ethics; Public administration; Health policy; Medicine; Computer science; Law; Engineering; Health care; Philosophy; Nursing","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":[0.01598246,0.0003324958,0.000572117,0.001194956,0.02318928,0.01773197,0.002241515,0.009639873,0.005225596],"category_scores_gemma":[0.03134092,0.0003655741,0.0005186773,0.001940732,0.01784737,0.007443439,0.004602889,0.02169555,0.000310498],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1138691,"about_ca_system_score_gemma":0.4035209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9358757,"about_ca_topic_score_gemma":0.9821472,"domain_scores_codex":[0.9875097,0.002914489,0.0003780189,0.0005254333,0.004104726,0.004567766],"domain_scores_gemma":[0.9542101,0.01407997,0.001612539,0.0006964587,0.01459888,0.01480206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006025527,0.00007073536,0.005535933,0.0007090506,0.00003889308,0.001338985,0.03406256,0.0006195045,0.0006662883,0.1958097,0.7038298,0.05725834],"study_design_scores_gemma":[0.00002010725,0.00003343235,0.007082149,0.0006170487,0.00002426095,0.000201941,0.05461847,0.0004726305,0.0006076192,0.0333216,0.9029096,0.00009111042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004505175,0.005785209,0.0004688791,0.9779292,0.003657073,0.00003126323,0.00008009226,0.00002436987,0.0075188],"genre_scores_gemma":[0.4464746,0.02610124,0.01221929,0.4697391,0.004170374,0.0001126872,0.0002709203,0.0001231918,0.04078868],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8861309,"threshold_uncertainty_score":0.8261821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254793501897089,"score_gpt":0.3940605286451213,"score_spread":0.1685811784554123,"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."}}