{"id":"W2025965935","doi":"10.1093/phe/phs010","title":"Prioritizing Vaccine Access for Vulnerable but Stigmatized Groups","year":2012,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Prioritization; Pandemic; Vaccination; Opposition (politics); Suspect; Confusion; Political science; Criminology; Sociology; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Law; Business; Virology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01398421,0.0002247684,0.0006370407,0.0002832531,0.001231403,0.0001388941,0.0002660937,0.0002880154,0.00009035713],"category_scores_gemma":[0.02335278,0.0001893158,0.0001064419,0.0005013623,0.00008645178,0.0007894019,0.0002551842,0.00212032,0.0000413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005478476,"about_ca_system_score_gemma":0.002300814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003971376,"about_ca_topic_score_gemma":0.00003516394,"domain_scores_codex":[0.9958923,0.0004057705,0.0006484581,0.0003096144,0.0008877487,0.001856072],"domain_scores_gemma":[0.9941401,0.003029695,0.0002000128,0.0004651503,0.001032142,0.001132936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002135635,0.003531707,0.1319838,0.05432874,0.001656088,0.00002531763,0.2440083,0.000006763476,0.002540058,0.1621568,0.2271214,0.1705053],"study_design_scores_gemma":[0.003289876,0.0002424405,0.02076413,0.0001680684,0.00002007863,0.0000197855,0.0007851846,0.0002350417,0.0001193635,0.0002320377,0.9739291,0.0001948812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04247826,0.01630716,0.01532564,0.9151289,0.001385703,0.005057861,0.0001907354,0.0005632486,0.003562425],"genre_scores_gemma":[0.695111,0.006650745,0.03005448,0.2574305,0.005446766,0.002195342,0.0003155945,0.0002450181,0.002550546],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7468077,"threshold_uncertainty_score":0.984874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5768353977373935,"score_gpt":0.5561735282204863,"score_spread":0.02066186951690718,"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."}}