{"id":"W4288046522","doi":"10.1016/s2468-2667(22)00192-x","title":"An effective pandemic treaty requires accountability","year":2022,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"AIDS Healthcare Foundation","keywords":"Public health; Pandemic; Treaty; Scopus; Political science; Accountability; Global health; International Health Regulations; Preparedness; Economic growth; Medicine; MEDLINE; Law; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Economics; Nursing","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":[0.05781582,0.001845387,0.001920328,0.002448106,0.008134875,0.01806708,0.00394235,0.02597131,0.03051405],"category_scores_gemma":[0.08933408,0.00104104,0.001945736,0.001426273,0.02119191,0.02537314,0.01702514,0.04108699,0.01187196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008627008,"about_ca_system_score_gemma":0.04539421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009506515,"about_ca_topic_score_gemma":0.006042577,"domain_scores_codex":[0.938881,0.02161051,0.003212175,0.006041504,0.02302952,0.007225205],"domain_scores_gemma":[0.9504793,0.02221995,0.003216704,0.008978357,0.009762416,0.005343183],"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":[0.00003129632,0.0000497982,0.0001199443,0.0002134094,0.00002994229,0.0001234735,0.0008971845,0.0003961416,0.0002146463,0.587529,0.3777819,0.03261325],"study_design_scores_gemma":[0.000023857,0.00003321842,0.0001548986,0.00065052,0.00001081737,0.0000567151,0.0003791185,0.0002239278,0.0001235541,0.2144012,0.7839063,0.00003581974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004286092,0.00703441,0.01212771,0.8308764,0.02283323,0.0002096396,0.0003066632,0.0002975624,0.1258858],"genre_scores_gemma":[0.08146846,0.01374564,0.02535518,0.7436208,0.02891815,0.001121702,0.0007562161,0.0007095599,0.1043044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05781582,"threshold_uncertainty_score":0.3057629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121411365354432,"score_gpt":0.382113986974089,"score_spread":0.2607026216196571,"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."}}