{"id":"W2766293713","doi":"10.1542/peds.2016-3783","title":"Global Health: Preparation for Working in Resource-Limited Settings","year":2017,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Ottawa","funders":"","keywords":"Medicine; Scope (computer science); Work (physics); Resource (disambiguation); Public relations; Medical education","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":[0.004048091,0.0005908298,0.0007764106,0.001413404,0.001145607,0.003351482,0.001099957,0.002624456,0.003401534],"category_scores_gemma":[0.009449188,0.0002818645,0.0005717943,0.001601133,0.001929156,0.003267003,0.004000789,0.002921794,0.001183111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175276,"about_ca_system_score_gemma":0.00998736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759186,"about_ca_topic_score_gemma":0.007154251,"domain_scores_codex":[0.9973585,0.001422585,0.0003217382,0.0001500112,0.0005015492,0.0002456616],"domain_scores_gemma":[0.9954201,0.002802732,0.0006944927,0.0001449289,0.0004004473,0.0005372933],"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":[0.00002889915,0.00008919665,0.001236767,0.03483485,0.00008360427,0.0005929144,0.004950906,0.000169149,0.0003971694,0.01128086,0.04325212,0.9030836],"study_design_scores_gemma":[0.00001454837,0.00009216961,0.004281227,0.06491634,0.00009891157,0.00302078,0.00828302,0.0000572791,0.0003553536,0.006381995,0.9124554,0.00004301453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001775037,0.9631807,0.001075798,0.02251673,0.001633832,0.00009504768,0.00004757097,0.00003792544,0.009637318],"genre_scores_gemma":[0.01065319,0.9813229,0.002263302,0.004269714,0.0004135374,0.00008824937,0.00006206668,0.00001286774,0.0009141776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004048091,"threshold_uncertainty_score":0.02140862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292452450983282,"score_gpt":0.457956705120718,"score_spread":0.3287114600223898,"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."}}