{"id":"W1979921184","doi":"10.1093/heapro/dav025","title":"The imperative of public health: opportunity or trap?","year":2015,"lang":"en","type":"editorial","venue":"Health Promotion International","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Trap (plumbing); Environmental health; Political science; Medicine; Geography; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03425711,0.0009705122,0.001665603,0.002367796,0.01081796,0.02335272,0.002532793,0.02022435,0.0113354],"category_scores_gemma":[0.02905751,0.0008006407,0.001067176,0.002176071,0.06919522,0.03277863,0.0228948,0.03764218,0.001920039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01454527,"about_ca_system_score_gemma":0.04224658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004284,"about_ca_topic_score_gemma":0.009844389,"domain_scores_codex":[0.971702,0.01522832,0.000660984,0.001517568,0.004826922,0.006064322],"domain_scores_gemma":[0.9600133,0.0234348,0.00191495,0.001503595,0.002982106,0.01015111],"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":[0.00005016548,0.00006797384,0.0003231055,0.0005269324,0.00001629974,0.0001715749,0.006293118,0.00009586644,0.000133021,0.8425627,0.127011,0.02274821],"study_design_scores_gemma":[0.00004672439,0.00006934163,0.000537228,0.001435067,0.00001306131,0.0002604592,0.01616029,0.0001295253,0.0001416138,0.4577182,0.5234272,0.0000613636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007173786,0.01605913,0.0008169229,0.9648779,0.002823723,0.000007806715,0.00002503952,0.00002264908,0.01464944],"genre_scores_gemma":[0.255505,0.0414169,0.002514465,0.6631117,0.01931412,0.0001688773,0.00008153581,0.0001605761,0.01772701],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03425711,"threshold_uncertainty_score":0.1811711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2175618441382621,"score_gpt":0.4279276119448905,"score_spread":0.2103657678066284,"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."}}