{"id":"W2946508332","doi":"10.1016/s2214-109x(19)30221-9","title":"Urgency for transformation: youth engagement in global health","year":2019,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"African Union Commission; African Union; Fondation Botnar; University of Waterloo","keywords":"Transformation (genetics); Global health; Environmental health; Medicine; Political science; Public health; Nursing; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.004903908,0.0002615755,0.0008214541,0.00003533939,0.001024702,0.00001394622,0.0004604048,0.0001251312,0.0001453873],"category_scores_gemma":[0.00004723955,0.0001887488,0.000117074,0.0005448294,0.00003393828,0.0001338395,0.00007602749,0.0006885472,0.0003756086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002850462,"about_ca_system_score_gemma":0.003292586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312249,"about_ca_topic_score_gemma":0.005076176,"domain_scores_codex":[0.9948621,0.001301502,0.001229205,0.0004079236,0.0003944119,0.001804809],"domain_scores_gemma":[0.9982976,0.0001546972,0.0004699704,0.0006229036,0.00007122423,0.0003835834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001352731,0.0005250157,0.276984,0.006324608,0.00004943777,0.000001038629,0.04773831,0.0001653627,5.9485e-7,0.4291951,0.1229292,0.1147346],"study_design_scores_gemma":[0.01194025,0.0009431106,0.7086006,0.00250636,0.00001591641,0.000004830493,0.02811746,0.0007746207,4.429162e-7,0.01825858,0.228351,0.0004868472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4863316,0.005655007,0.003867868,0.4384969,0.00689741,0.01924717,0.004864495,0.0005291099,0.03411044],"genre_scores_gemma":[0.9148023,0.001739869,0.0003575095,0.08144713,0.001230344,0.00004377069,0.0002267413,0.00001764974,0.0001346924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4316165,"threshold_uncertainty_score":0.7881286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038532074654554,"score_gpt":0.4673143466295473,"score_spread":0.3634611391640919,"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."}}