{"id":"W4323339572","doi":"10.2196/41157","title":"Vaccine inequity-induced COVID-19 dilemma: Time to sober up (Preprint)","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Pandemic; Global health; Public health; Business; Intellectual property; Development economics; Political science; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Economic growth; Economics; Disease; Health care; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01376458,0.0005377959,0.0007262563,0.0009192716,0.006607194,0.008389355,0.001363117,0.01208006,0.01042357],"category_scores_gemma":[0.03621468,0.0002696622,0.0007236879,0.0006508416,0.0125882,0.01048065,0.00520752,0.01588177,0.00200994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004656723,"about_ca_system_score_gemma":0.007461929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762285,"about_ca_topic_score_gemma":0.002757267,"domain_scores_codex":[0.9937128,0.00310694,0.000218511,0.000723105,0.00134177,0.000896754],"domain_scores_gemma":[0.9809245,0.01261337,0.001101936,0.0006714147,0.002651833,0.002037076],"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":[0.0001021629,0.00007725518,0.001744561,0.0003304182,0.00004379348,0.001846454,0.005296011,0.0005484642,0.0005380548,0.5606863,0.3756966,0.05308989],"study_design_scores_gemma":[0.0000368056,0.00007766212,0.001153698,0.0005745788,0.00002568828,0.001262023,0.01436351,0.001599459,0.0004631708,0.6730719,0.307292,0.00007944962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004189104,0.00453436,0.002655153,0.9656348,0.00648845,0.00002968834,0.00006839529,0.00003712865,0.01636287],"genre_scores_gemma":[0.4688752,0.01715672,0.01039604,0.4458483,0.02591995,0.0002256739,0.000213197,0.0002084854,0.03115636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01376458,"threshold_uncertainty_score":0.07279491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975142251659218,"score_gpt":0.3875653652148935,"score_spread":0.3178139426983013,"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."}}