{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001740201,0.0004900385,0.0007709387,0.003958006,0.0005393832,0.001661006,0.0005697577,0.001116498,0.004346373],"category_scores_gemma":[0.002433391,0.000248374,0.0006355431,0.005144736,0.0004361439,0.002334045,0.001420093,0.001589264,0.0009425788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218003,"about_ca_system_score_gemma":0.003242653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747141,"about_ca_topic_score_gemma":0.01371375,"domain_scores_codex":[0.9994413,0.0001655379,0.00008423316,0.00004847207,0.0001851082,0.00007526011],"domain_scores_gemma":[0.9986125,0.0006986619,0.0001965448,0.00002089972,0.0002924367,0.0001788592],"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":[0.00009507946,0.00005097747,0.001519535,0.03033346,0.0001518379,0.0001403346,0.0007746203,0.0002074454,0.0002412553,0.004665468,0.04439233,0.9174275],"study_design_scores_gemma":[0.00001533531,0.0001239411,0.01168333,0.03988265,0.000151215,0.001059944,0.002025317,0.00007109,0.0001118511,0.002208935,0.9426308,0.00003547891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006026429,0.9958106,0.00005364755,0.001814091,0.0002509256,0.000005710052,0.00006818229,0.000004811699,0.001389383],"genre_scores_gemma":[0.002627997,0.9963075,0.0001116248,0.0005052682,0.0001279012,0.000006580365,0.00005596506,0.000001687615,0.0002555818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004747141,"threshold_uncertainty_score":0.01454008,"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."}}