{"id":"W2040174541","doi":"10.1371/journal.pmed.1001793","title":"Humanitarian Access to Unapproved Interventions in Public Health Emergencies of International Concern","year":2015,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Psychological intervention; Public health; Humanitarian aid; Medicine; Public health interventions; Global health; Political science; Medical emergency; Environmental health; Law; Nursing","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":[0.0205294,0.0005501754,0.0006640412,0.0008385142,0.002114416,0.003180421,0.002013411,0.002158842,0.0407732],"category_scores_gemma":[0.06846903,0.0004614378,0.0007703676,0.0005700125,0.004485366,0.004449056,0.005991679,0.002098576,0.001395755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320532,"about_ca_system_score_gemma":0.004988474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576928,"about_ca_topic_score_gemma":0.002518604,"domain_scores_codex":[0.9761873,0.01995835,0.0009192342,0.0008088743,0.0007198409,0.001406382],"domain_scores_gemma":[0.9416738,0.03175569,0.008825417,0.01211817,0.002533576,0.00309335],"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":[0.01517294,0.006152021,0.04653819,0.008614845,0.0006426302,0.001036218,0.01030177,0.003416991,0.006333328,0.08223483,0.06284177,0.7567145],"study_design_scores_gemma":[0.005783439,0.04282797,0.2169828,0.02385051,0.000709337,0.002816809,0.03132,0.003660082,0.01837412,0.2187437,0.434375,0.0005563229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5585431,0.03606543,0.05336041,0.09905513,0.005419562,0.004560288,0.00477082,0.00138297,0.2368423],"genre_scores_gemma":[0.9767491,0.004108603,0.006782047,0.004158934,0.0007603407,0.002050589,0.0006061028,0.00004377474,0.004740526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0407732,"threshold_uncertainty_score":0.1364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5711455869177352,"score_gpt":0.4953620031798816,"score_spread":0.0757835837378536,"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."}}