{"id":"W4327519791","doi":"10.2139/ssrn.4370249","title":"Equitable Global Allocation of Monkeypox Vaccines","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Monkeypox; Virology; Business; Medicine; Biology; Genetics; Vaccinia","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":[0.007332108,0.001089115,0.000746488,0.002488535,0.0008322972,0.00278234,0.001372245,0.00170906,0.03620868],"category_scores_gemma":[0.01202602,0.0004826466,0.000574693,0.001615229,0.0009687173,0.002832679,0.00621082,0.001388946,0.00281062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485789,"about_ca_system_score_gemma":0.006387634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269048,"about_ca_topic_score_gemma":0.003709281,"domain_scores_codex":[0.9962825,0.001651694,0.00009981787,0.0004185993,0.0006138383,0.0009336932],"domain_scores_gemma":[0.9969125,0.0006624463,0.0003587216,0.0005373271,0.001076174,0.0004528227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002562111,0.000915535,0.01643267,0.0008319558,0.0004975449,0.0003703729,0.0005302671,0.07377094,0.01225344,0.1332206,0.05227913,0.7063355],"study_design_scores_gemma":[0.001230579,0.002219624,0.1115135,0.00130652,0.0005640949,0.001043277,0.002417162,0.06460042,0.01247228,0.2166193,0.5858496,0.0001636845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3218082,0.009774853,0.1615911,0.03583189,0.003439756,0.002547273,0.005330744,0.002091067,0.4575852],"genre_scores_gemma":[0.9310655,0.002126235,0.02312667,0.003196313,0.0005832765,0.001180356,0.001777418,0.0002521291,0.03669211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03620868,"threshold_uncertainty_score":0.1211301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323207553315167,"score_gpt":0.2845264124485442,"score_spread":0.2712943369153925,"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."}}