{"id":"W4408070139","doi":"10.1111/1468-0009.70001","title":"The Political Economy of the World Health Organization Model Lists of Essential Medicines","year":2025,"lang":"en","type":"article","venue":"Milbank Quarterly","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Politics; Population health; Health policy; Business; Political science; Economic growth; Health care; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179575,0.0001005423,0.0003207434,0.0001248171,0.0001314682,0.00002881603,0.0003616795,0.0000435885,0.00005155518],"category_scores_gemma":[0.0000530388,0.00007706489,0.00009607268,0.0003378365,0.0002048215,0.0000678543,0.0000373182,0.0001150605,0.00001537978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008336233,"about_ca_system_score_gemma":0.0001477112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756511,"about_ca_topic_score_gemma":0.0002263946,"domain_scores_codex":[0.9987041,0.00002451503,0.0007929324,0.0001796439,0.00002102548,0.0002777934],"domain_scores_gemma":[0.9990652,0.0001385481,0.0003196333,0.0003555954,0.00005081426,0.00007027385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006609575,0.00003453958,0.003720225,0.00004902341,0.00003485875,3.429622e-8,0.0002163302,0.00003924193,0.00002021023,0.9892849,0.005966289,0.0006277129],"study_design_scores_gemma":[0.0007796541,0.00007581396,0.008873598,0.00004606208,0.00001579408,9.074998e-7,0.0001476518,0.03912169,0.00122391,0.9114518,0.03810922,0.0001538628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1900001,0.003816567,0.01197455,0.4787812,0.002169647,0.001048709,0.000493513,0.00005224504,0.3116635],"genre_scores_gemma":[0.9920365,0.00002501861,0.00005748876,0.006998595,0.00008385011,0.000006112635,0.000004668663,0.00001095955,0.0007767624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8020364,"threshold_uncertainty_score":0.3142615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195115331300183,"score_gpt":0.2904597148692898,"score_spread":0.2709481817392715,"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."}}