{"id":"W2066801347","doi":"10.3138/jvme.38.2.171","title":"Education of Veterinary Medical and Other Public Health Providers: Linking Interventions with Health Outcomes","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Public health; Population health; Medicine; Population; Intervention (counseling); Veterinary public health; Health education; Systematic review; Medical education; Veterinary medicine; MEDLINE; Nursing; Environmental health; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04190492,0.0008987585,0.003464031,0.01608266,0.0008724262,0.002598085,0.00125688,0.001796366,0.004610342],"category_scores_gemma":[0.1628458,0.0006418157,0.003653703,0.01568598,0.0009992645,0.002721132,0.001570426,0.001127628,0.0003204776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006913375,"about_ca_system_score_gemma":0.03259964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007810245,"about_ca_topic_score_gemma":0.02231319,"domain_scores_codex":[0.9637376,0.01965232,0.009521005,0.001182824,0.005137703,0.0007685596],"domain_scores_gemma":[0.8170134,0.1520147,0.01669016,0.001529739,0.01189973,0.0008521801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007275082,0.0005619806,0.02426011,0.5944704,0.005303204,0.0003266055,0.002233511,0.0006254299,0.0002698756,0.001602475,0.001334973,0.3682838],"study_design_scores_gemma":[0.001132691,0.002917493,0.08724637,0.8347225,0.03912228,0.0005988774,0.006400786,0.0008425486,0.001447553,0.00246169,0.02299496,0.0001123181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05493833,0.9179429,0.005480445,0.004394013,0.0004804951,0.008952949,0.002433673,0.00004372447,0.005333497],"genre_scores_gemma":[0.2902603,0.6632687,0.03059974,0.001824135,0.0002577972,0.01203103,0.001127869,0.00001609135,0.000614362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04190492,"threshold_uncertainty_score":0.221617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6567550424911671,"score_gpt":0.589959925487116,"score_spread":0.06679511700405116,"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."}}