{"id":"W2082914558","doi":"10.1097/qad.0b013e32835857d4","title":"Human capital contracts for global health","year":2012,"lang":"en","type":"letter","venue":"AIDS","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Medicine; Emigration; Global health; Population; Developing country; Economic growth; Economic shortage; Environmental health; Geography; Government (linguistics); Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001182914,0.0005922856,0.001260495,0.00008984179,0.001686533,0.0000200842,0.0005673716,0.002339777,0.001014618],"category_scores_gemma":[0.000164355,0.0005540446,0.0002772746,0.0002027993,0.0001065619,0.0001587613,0.0001663762,0.003244333,0.001544774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245686,"about_ca_system_score_gemma":0.001289682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00333905,"about_ca_topic_score_gemma":0.0004580483,"domain_scores_codex":[0.9932954,0.0008255196,0.001382005,0.0006480555,0.0005724838,0.003276592],"domain_scores_gemma":[0.9966813,0.0005645953,0.001038373,0.0008555931,0.0003164677,0.0005436204],"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":[0.00001520301,0.00003287512,0.00532397,0.001634815,0.00005486543,0.00001322819,0.0006231638,1.556602e-7,5.500086e-7,0.009764598,0.9804263,0.0021103],"study_design_scores_gemma":[0.001071796,0.0004552153,0.002523402,0.0008389762,0.00006280017,0.00000540363,0.0003864398,6.241073e-7,4.300145e-7,0.00647552,0.9877574,0.0004219525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006653124,0.007103518,0.0001991681,0.9342339,0.009999304,0.007565125,0.002084338,0.0006424265,0.03151909],"genre_scores_gemma":[0.02493585,0.00006103926,0.001294714,0.9176168,0.02530432,0.0008462819,0.002915349,0.0001381553,0.02688742],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01828273,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06698291340605513,"score_gpt":0.473017943042193,"score_spread":0.4060350296361379,"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."}}