{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002180976,0.0003288704,0.0003532759,0.001486743,0.001971801,0.001640185,0.0005932986,0.0005337017,0.001508795],"category_scores_gemma":[0.00678129,0.0002942516,0.0002810757,0.0014082,0.003895168,0.001479591,0.003519087,0.0006771265,0.00009382398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007529526,"about_ca_system_score_gemma":0.001227159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04435264,"about_ca_topic_score_gemma":0.08294173,"domain_scores_codex":[0.9987962,0.0006768351,0.00006680877,0.0001083291,0.00009704455,0.0002547838],"domain_scores_gemma":[0.9955682,0.002085883,0.001383604,0.0002129663,0.000344101,0.0004052853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002263152,0.0001474203,0.8607023,0.0005468387,0.0001734132,0.001194887,0.1088774,0.0002074147,0.0002211745,0.001369303,0.0006516446,0.02568189],"study_design_scores_gemma":[0.00001250395,0.0001428759,0.8054136,0.0007634804,0.00008648508,0.0003360065,0.1889049,0.0001631268,0.00008089429,0.000617728,0.003458036,0.00002037873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969435,0.001255877,0.00006713688,0.000529438,0.00000819421,0.00001129958,0.00005536013,6.985327e-7,0.001128453],"genre_scores_gemma":[0.9985649,0.00113952,0.00006853021,0.0000500514,0.00001313735,0.0000125207,0.00003514302,9.045444e-7,0.0001153787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04435264,"threshold_uncertainty_score":0.08818901,"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."}}