{"id":"W1971263403","doi":"10.1093/phe/php035","title":"Health Inequities in Times of a Pandemic","year":2009,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Preparedness; Vaccination; Environmental health; Population; Health care; Disease; Economic growth; Coronavirus disease 2019 (COVID-19); Political science; Immunology; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005064653,0.0001127133,0.0003061012,0.0011336,0.003926649,0.002957134,0.0004242842,0.001093788,0.007781181],"category_scores_gemma":[0.01835504,0.0001229949,0.0002094964,0.001475016,0.003642019,0.003776457,0.004726736,0.001873718,0.0001888626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237209,"about_ca_system_score_gemma":0.003080835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464881,"about_ca_topic_score_gemma":0.02232374,"domain_scores_codex":[0.9944589,0.002898092,0.000180774,0.000220316,0.0005275102,0.00171435],"domain_scores_gemma":[0.9923182,0.00210041,0.001598285,0.000320857,0.0009401495,0.002722189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006877322,0.000597884,0.4162168,0.0004458454,0.0002412787,0.002270664,0.152035,0.001062454,0.0004966929,0.2461931,0.04333053,0.1364219],"study_design_scores_gemma":[0.00005718661,0.0004154776,0.492917,0.001014079,0.0000511348,0.001464916,0.3218981,0.0009230336,0.0002599012,0.0978503,0.0830416,0.0001073127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822921,0.004480674,0.000475628,0.1112678,0.0005756345,0.00004685893,0.0003749941,0.00001172254,0.05984565],"genre_scores_gemma":[0.9960036,0.0007262877,0.00006253085,0.002366336,0.0001281154,0.00001199065,0.00004154162,0.000003607992,0.0006560348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01464881,"threshold_uncertainty_score":0.02912706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4633313841619229,"score_gpt":0.537693519234209,"score_spread":0.07436213507228617,"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."}}