{"id":"W2328536319","doi":"10.1097/acm.0b013e3182308da2","title":"Beyond the Exam Room: A Call for Integrating Public Health Into Medical Education","year":2011,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Context (archaeology); Curriculum; Population; Medicine; Family medicine; Medical education; Psychology; Nursing; Pedagogy; Environmental health","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":[0.05460198,0.001964713,0.002356606,0.004077528,0.01759552,0.02182027,0.009085681,0.102361,0.07795299],"category_scores_gemma":[0.09212249,0.002475485,0.004573343,0.00167854,0.02231177,0.05173459,0.03798559,0.1051653,0.01610863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01759223,"about_ca_system_score_gemma":0.09001738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01578194,"about_ca_topic_score_gemma":0.03351244,"domain_scores_codex":[0.96054,0.01438974,0.002675414,0.003587602,0.01017165,0.008635622],"domain_scores_gemma":[0.7482515,0.07633197,0.007729826,0.01273322,0.02086291,0.1340905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000076975,0.0006195724,0.0007966738,0.0004696965,0.00003098236,0.0005354862,0.002007316,0.0002218935,0.0004555634,0.01922319,0.9096172,0.06594536],"study_design_scores_gemma":[0.0001917704,0.0002993851,0.003669835,0.002569411,0.00003416909,0.0006877801,0.004683888,0.0003357258,0.0002842895,0.01847813,0.9686126,0.0001530544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002573374,0.001911902,0.0003854706,0.9896709,0.005512546,0.00003023488,0.00001657857,0.0001316355,0.002083356],"genre_scores_gemma":[0.006573407,0.003775492,0.004843473,0.9665823,0.01168839,0.0001841479,0.00007105372,0.0001601976,0.006121645],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.102361,"threshold_uncertainty_score":0.2887663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2172387208004035,"score_gpt":0.5309378922201117,"score_spread":0.3136991714197082,"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."}}