{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048553,0.0001051795,0.0001652296,0.0006477153,0.00007430909,0.0001841798,0.000172631,0.00007233008,0.0005420445],"category_scores_gemma":[0.0004103039,0.0000983343,0.00004828719,0.0005657285,0.00004088306,0.000790538,0.00009976189,0.0001930771,0.0004731574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720593,"about_ca_system_score_gemma":0.0001918502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262255,"about_ca_topic_score_gemma":0.0004905314,"domain_scores_codex":[0.9986066,0.00003384249,0.0004745442,0.0002527949,0.0001728245,0.000459388],"domain_scores_gemma":[0.9996385,0.00004988502,0.0001119694,0.00009209569,0.00007597141,0.00003158492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003317738,0.00008994737,0.02810555,0.000453443,0.00001247219,0.000003939288,0.00004805819,0.000129442,0.00000354342,0.5970715,0.363901,0.0101778],"study_design_scores_gemma":[0.0001628214,0.0000160503,0.05162308,0.0001557197,9.836248e-7,0.000001782211,0.00001701456,0.05617115,2.715886e-7,0.01598809,0.8757889,0.00007417669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2115595,0.000181163,0.0002764381,0.732246,0.003699375,0.0003746825,0.00001540309,0.0003137855,0.05133358],"genre_scores_gemma":[0.9321402,0.00006308576,0.00007680149,0.06122068,0.005498229,0.00009575256,0.0001338143,0.00002086754,0.0007505126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7205807,"threshold_uncertainty_score":0.9939525,"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."}}