{"id":"W6891849722","doi":"10.48448/fgrx-sp46","title":"Delays, disarray and disparities in early United States mpox vaccine rollout, June–July 2022","year":2023,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Luck; Government (linguistics); Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Men who have sex with men; Monkeypox; Phone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001912493,0.0007781081,0.0008289246,0.005077878,0.0003313949,0.0005161334,0.001340688,0.0003711953,0.0003532493],"category_scores_gemma":[0.0005390858,0.0007071361,0.00006813508,0.007360697,0.00162333,0.0006027929,0.0006697777,0.0009479471,0.001818092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280593,"about_ca_system_score_gemma":0.0005019812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02475121,"about_ca_topic_score_gemma":0.07834516,"domain_scores_codex":[0.9945343,0.0001614517,0.0007291228,0.001504945,0.001637863,0.001432291],"domain_scores_gemma":[0.9976605,0.0003028166,0.0004390727,0.0009607789,0.0002024889,0.0004343519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001993593,0.0005895098,0.07996739,0.0002702931,0.0002036296,0.0003546195,0.002535176,0.001542484,0.001517302,0.005018292,0.9045636,0.003238366],"study_design_scores_gemma":[0.004800214,0.0005149342,0.03723543,0.001626139,0.0002117752,0.00005367793,0.001881261,0.04014894,0.0001640043,0.004651995,0.905143,0.003568664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.558374,0.03105759,0.002321565,0.01440487,0.02124118,0.01738058,0.03496704,0.0331937,0.2870594],"genre_scores_gemma":[0.1402687,0.004260628,0.003046595,0.0009082255,0.0008955027,0.0002708776,0.002055689,0.006847356,0.8414465],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.554387,"threshold_uncertainty_score":0.999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450196397086583,"score_gpt":0.2736513336495013,"score_spread":0.2591493696786355,"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."}}