{"id":"W4401825126","doi":"10.1093/heapro/daae109","title":"Diabetes in Liberia: a policy brief","year":2024,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Diabetes mellitus; Medicine; Political science; Environmental health; Endocrinology","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":[0.004683785,0.0008225795,0.0005953815,0.00190809,0.004767793,0.007925751,0.001716802,0.01737517,0.02009355],"category_scores_gemma":[0.008523262,0.0007142131,0.0007986482,0.001336552,0.001767594,0.005445299,0.005016507,0.0142463,0.002128151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668627,"about_ca_system_score_gemma":0.03522583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05807574,"about_ca_topic_score_gemma":0.06722634,"domain_scores_codex":[0.9969155,0.0007006163,0.0002482926,0.0001740341,0.0005169524,0.0014447],"domain_scores_gemma":[0.9934366,0.002706845,0.0007701904,0.00009480295,0.0009590029,0.002032596],"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":[0.0001724199,0.0003628932,0.002773297,0.003226924,0.00002897778,0.002968233,0.001811584,0.0005622027,0.001112639,0.0697209,0.8433391,0.0739207],"study_design_scores_gemma":[0.00008542831,0.000124664,0.00630878,0.004627705,0.00003456484,0.0005322908,0.002714106,0.000251816,0.000341395,0.005031897,0.9798927,0.0000545921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002767864,0.02320757,0.0001114454,0.9462778,0.009226349,0.0001103556,0.000437928,0.00004147751,0.01781913],"genre_scores_gemma":[0.07207377,0.07787893,0.001225991,0.7787556,0.01172619,0.0006582509,0.001000458,0.000036403,0.05664442],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05807574,"threshold_uncertainty_score":0.1210679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039835545031548,"score_gpt":0.3594299177055376,"score_spread":0.3190315622552221,"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."}}