{"id":"W2987650398","doi":"10.1016/j.gheart.2019.08.005","title":"Developing the Core Pillars of Training Global Cardiovascular Health Researchers: Companionship, Light, and Fuel","year":2019,"lang":"en","type":"editorial","venue":"Global Heart","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"National Heart, Lung, and Blood Institute; World Heart Federation; UnitedHealth Group; University of Washington; Duke Kunshan University; Northwestern University; York University; School of Medicine, New York University; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Checklist; Global health; Observational study; Medical education; Systematic review; Public health; Family medicine; MEDLINE; Pathology; Psychology; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003967157,0.0004782975,0.002075214,0.00007333406,0.000275044,0.00005204228,0.0003001578,0.0008323089,0.0000105409],"category_scores_gemma":[0.001777081,0.0003604846,0.0005919985,0.0007881235,0.0002351677,0.00006489114,0.0002359666,0.001112663,0.00004977834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644016,"about_ca_system_score_gemma":0.01001086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717522,"about_ca_topic_score_gemma":0.0002662579,"domain_scores_codex":[0.9940314,0.0004946253,0.0009414651,0.0007597422,0.002353033,0.001419779],"domain_scores_gemma":[0.9966345,0.0006436965,0.0002571408,0.0009907245,0.0006649969,0.000808878],"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":[0.0003674592,0.00003541049,0.006718822,0.002957048,0.0003850731,0.00003861804,0.0001908772,0.000002631127,3.325965e-7,0.001097312,0.9834002,0.00480618],"study_design_scores_gemma":[0.00132724,0.0003833142,0.01439121,0.001829108,0.0001306887,0.0002009693,0.0008364031,0.00001245125,4.25307e-7,0.0006019732,0.9800172,0.0002689587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01743583,0.1663037,0.0001090374,0.01687707,0.7839653,0.003844512,0.00225155,0.0002257576,0.008987165],"genre_scores_gemma":[0.2354517,0.01807129,0.004422836,0.007517615,0.7320524,0.000114109,0.001743453,0.0001896367,0.0004369589],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2180158,"threshold_uncertainty_score":0.9998847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152164433505111,"score_gpt":0.4025229795706088,"score_spread":0.2503585460654978,"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."}}