{"id":"W2083584476","doi":"10.1159/000354198","title":"The Imperative of Public Health Education: A Global Perspective","year":2013,"lang":"en","type":"review","venue":"Medical Principles and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of Victoria","funders":"Kuwait University","keywords":"Accreditation; Public relations; Public health; Medicine; Health promotion; Population; Context (archaeology); International health; Health policy; Political science; Medical education; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005315137,0.0009560912,0.001419628,0.002303131,0.001357818,0.007064247,0.001078963,0.006381983,0.00614462],"category_scores_gemma":[0.007535492,0.0002934411,0.000741784,0.003578853,0.006002341,0.01237696,0.005117576,0.01119817,0.0009501944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554007,"about_ca_system_score_gemma":0.01341012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314267,"about_ca_topic_score_gemma":0.004016627,"domain_scores_codex":[0.9971117,0.001586696,0.000126624,0.0002101471,0.0004138272,0.0005511456],"domain_scores_gemma":[0.9899361,0.006831522,0.000638328,0.0002877417,0.001115716,0.001190707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001213257,0.0001464797,0.001536291,0.02240383,0.0001710987,0.0007764915,0.008097019,0.001030898,0.0006074408,0.3607073,0.2225803,0.3818215],"study_design_scores_gemma":[0.00001076843,0.00005683599,0.001501609,0.01577607,0.00007095824,0.0004548008,0.006080153,0.00008889546,0.00009939643,0.05754791,0.9182909,0.00002174998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006651228,0.7181448,0.0007071022,0.2619656,0.005985335,0.000007637997,0.00003403883,0.00003034197,0.01246001],"genre_scores_gemma":[0.04463898,0.8354067,0.001552177,0.1054818,0.009741585,0.00003853613,0.0000745034,0.00003128302,0.003034395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007064247,"threshold_uncertainty_score":0.02810949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1836531221306348,"score_gpt":0.500692662867278,"score_spread":0.3170395407366432,"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."}}