{"id":"W4382400648","doi":"10.1186/s12889-023-16097-6","title":"Social vulnerability indices: a scoping review","year":2023,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Social vulnerability; Vulnerability (computing); Index (typography); Socioeconomic status; Public health; Biostatistics; Medicine; Environmental health; Population; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02340768,0.0004368443,0.00372666,0.0002792393,0.002668276,0.0003102481,0.000972863,0.0005516302,0.0005369395],"category_scores_gemma":[0.006828181,0.0003790354,0.0008287269,0.002245002,0.0002927423,0.0003056111,0.0002033992,0.0009065255,0.0006101098],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155836,"about_ca_system_score_gemma":0.06473861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01530556,"about_ca_topic_score_gemma":0.04272259,"domain_scores_codex":[0.9870542,0.006520456,0.002277597,0.0007764839,0.001103665,0.002267609],"domain_scores_gemma":[0.9945735,0.002151168,0.001340918,0.000505916,0.0001493125,0.00127917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[1.170902e-7,0.00002011723,0.00004386742,0.5387464,0.00001247659,8.780796e-7,0.0006852192,1.345539e-9,1.395447e-12,0.008554393,0.0158444,0.4360921],"study_design_scores_gemma":[0.00004380222,0.000008133818,0.00003747616,0.2698433,0.00003220222,7.545647e-7,0.0002526344,6.948866e-8,2.240762e-11,0.00006929097,0.729485,0.000227338],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.757814e-7,0.963878,0.0000280628,0.02514414,0.0009242455,0.005308188,0.00008374418,0.0004811551,0.004152251],"genre_scores_gemma":[2.01396e-7,0.9856829,0.00009579808,0.01009803,0.00186464,0.0008480791,0.0001501953,0.00007403546,0.001186127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7136406,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4696924548819808,"score_gpt":0.56580048347719,"score_spread":0.09610802859520923,"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."}}