{"id":"W2234125447","doi":"10.7189/jogh.05.010302","title":"Career opportunities in global health: A snapshot of the current employment landscape","year":2015,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Snapshot (computer storage); MEDLINE; Global health; Geography; Data science; Medicine; Environmental planning; Political science; Public health; Computer science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004232629,0.0005503068,0.005002215,0.0001860668,0.00009095627,0.0000183719,0.0004965937,0.0002573704,0.00003718871],"category_scores_gemma":[0.0002169177,0.0003298609,0.001129,0.001076332,0.0001144214,0.00008039019,0.0001527411,0.001192968,0.000006223128],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009245171,"about_ca_system_score_gemma":0.06563158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009327887,"about_ca_topic_score_gemma":0.0007002798,"domain_scores_codex":[0.9916376,0.001022257,0.004136818,0.0003073763,0.001737967,0.001157906],"domain_scores_gemma":[0.9926152,0.00008949648,0.004118074,0.0005643523,0.0006554464,0.001957437],"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":[0.0001513918,0.0003608869,0.004748845,0.02082188,0.00008076336,0.00007854543,0.00004924688,0.000001058195,3.159742e-10,0.0003813088,0.1437661,0.82956],"study_design_scores_gemma":[0.00108168,0.001153947,0.004253675,0.04745907,0.0002003505,0.001529067,0.0001503714,0.000001666854,3.469459e-9,0.0002347119,0.9437678,0.0001676117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000298182,0.9864796,0.000004802558,0.005727494,0.004009413,0.001286049,0.0008861487,0.000009848336,0.001298511],"genre_scores_gemma":[0.0006427846,0.9962573,0.00007213248,0.002250604,0.0006349914,0.0000113127,0.00008249048,0.00002262267,0.00002575005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8293924,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070079325326748,"score_gpt":0.4691307680919484,"score_spread":0.2621228355592736,"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."}}