{"id":"W4390986125","doi":"10.12688/f1000research.131230.2","title":"Why cost-effectiveness thresholds for global health donors should differ from thresholds for Ministries of Health (and why it matters)","year":2024,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Bill and Melinda Gates Foundation","keywords":"Open peer review; Plant biology; Medicine; Open data; Environmental health; Physiology; Biology; Political science; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0944821,0.0007675403,0.001752534,0.0025347,0.001701309,0.01297494,0.002152614,0.007203183,0.007477116],"category_scores_gemma":[0.2448449,0.0004428958,0.001191338,0.002846283,0.009214737,0.01831306,0.004798233,0.01291746,0.001547289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009821686,"about_ca_system_score_gemma":0.009951516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279333,"about_ca_topic_score_gemma":0.003299733,"domain_scores_codex":[0.948064,0.03195334,0.003906793,0.003445789,0.009255312,0.003374782],"domain_scores_gemma":[0.8632841,0.09743354,0.007650478,0.005227415,0.02221964,0.004184972],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002727193,0.0001128456,0.005313725,0.001371683,0.0001655564,0.000110552,0.002061322,0.002864664,0.0003349058,0.7657291,0.1113142,0.1103487],"study_design_scores_gemma":[0.0001151469,0.0001125738,0.007111894,0.00385516,0.0001177927,0.0002055469,0.003084348,0.002689215,0.0008544297,0.8994055,0.08231917,0.0001291968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01987082,0.03542238,0.02232861,0.8640248,0.009831144,0.0001750782,0.0007736466,0.00013543,0.0474382],"genre_scores_gemma":[0.717781,0.01706433,0.03405666,0.2184305,0.006829832,0.0007789925,0.0006058948,0.0003802282,0.004072721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9055179,"threshold_uncertainty_score":0.4996751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5847231153915864,"score_gpt":0.5474900576420572,"score_spread":0.03723305774952923,"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."}}