{"id":"W2597910152","doi":"10.1186/s12960-017-0198-z","title":"An examination of the causes, consequences, and policy responses to the migration of highly trained health personnel from the Philippines: the high cost of living/leaving—a mixed method study","year":2017,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Health policy; Health services research; Economic growth; Sierra leone; Underemployment; Health care; Medicine; Business; Socioeconomics; Sociology; Economics; Geography; Unemployment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01055022,0.0002809754,0.0007535508,0.0001316881,0.00760875,0.00004801432,0.001456162,0.0001365044,0.0000240503],"category_scores_gemma":[0.003941383,0.000136956,0.0001013574,0.000331338,0.0008425398,0.0001187729,0.0002528962,0.0004586825,0.000001013464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948961,"about_ca_system_score_gemma":0.001151077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2121494,"about_ca_topic_score_gemma":0.2204062,"domain_scores_codex":[0.9883506,0.008361629,0.001492277,0.0004642201,0.0006609013,0.00067043],"domain_scores_gemma":[0.9875295,0.006902399,0.00300964,0.001902445,0.0004361444,0.0002199215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008358497,0.000542545,0.09051991,0.001252872,0.0001271377,3.760932e-7,0.8727744,0.00007753162,0.0005812335,0.01192954,0.006228794,0.01512979],"study_design_scores_gemma":[0.000677825,0.001450116,0.8490262,0.00147033,0.00004259286,0.00000108129,0.1400741,0.0001264147,0.00003196423,0.000379649,0.006616048,0.0001036468],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010531,0.0007115535,0.0001222797,0.08978776,0.0002397999,0.00727507,0.0007395106,0.00003138547,0.00003956987],"genre_scores_gemma":[0.9934726,0.0001762328,0.0004872661,0.004573485,0.0004504057,0.00041266,0.00001931543,0.00003845763,0.0003695326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7585063,"threshold_uncertainty_score":0.9936832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047767816000848,"score_gpt":0.4782043138113903,"score_spread":0.3734275322113055,"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."}}