{"id":"W4283653349","doi":"10.1111/disa.12553","title":"Ebola, informal settlements, and the role of place in infectious disease vulnerability: evidence from the 2014–16 outbreak in urban Sierra Leone","year":2022,"lang":"en","type":"article","venue":"Disasters","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Sierra leone; Vulnerability (computing); Overcrowding; Focus group; Poverty; Socioeconomic status; Human settlement; Social vulnerability; Geography; Economic growth; Socioeconomics; Development economics; Environmental health; Political science; Psychological intervention; Medicine; Sociology; Computer security; Population; Anthropology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009738051,0.00011367,0.0002225997,0.0001051478,0.0001566194,0.00002952159,0.0001399286,0.00002428021,0.0002662797],"category_scores_gemma":[0.0003003202,0.00006928961,0.00006905118,0.0003139109,0.0002865447,0.0001728679,0.0003186564,0.0004567146,0.000006574072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543081,"about_ca_system_score_gemma":0.0001264853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024706,"about_ca_topic_score_gemma":0.001975927,"domain_scores_codex":[0.99852,0.0003623494,0.0003144191,0.0002003499,0.0003634986,0.0002394453],"domain_scores_gemma":[0.9989454,0.0005184149,0.00006978543,0.0003471491,0.00002868634,0.00009058336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001782681,0.0001678788,0.981078,0.00003209137,0.00003782878,0.000007109556,0.006644855,0.0005134452,0.0002855734,0.0001804029,0.0006709805,0.008599197],"study_design_scores_gemma":[0.005964258,0.0003278128,0.9621927,0.0001587792,0.00007503178,0.00001144923,0.01783125,0.006489617,0.0001482595,0.0004876162,0.006151668,0.0001615596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941357,0.001706681,0.00001582669,0.002146965,0.00007629612,0.0007258673,0.00007886437,0.00001110695,0.001102657],"genre_scores_gemma":[0.9989376,0.00009272842,0.000003426845,0.0004388409,0.00003604445,0.0001956564,0.0000317694,0.00000957407,0.0002543668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888525,"threshold_uncertainty_score":0.9963438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459815911667574,"score_gpt":0.2848864866505416,"score_spread":0.2702883275338659,"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."}}