{"id":"W4409418757","doi":"10.1186/s12910-025-01189-2","title":"Ethical implications related to processing of personal data and artificial intelligence in humanitarian crises: a scoping review","year":2025,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; McGill University; Toronto East General Hospital; University Health Network; University of Toronto; Centre for Global Health Research; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Beneficence; Autonomy; Philosophy of medicine; Economic Justice; Psychology; Engineering ethics; Public relations; Political science; Medicine; Law; Engineering","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":[0.06257352,0.001237402,0.002753331,0.02261089,0.003274531,0.009832692,0.002743302,0.006767286,0.003030931],"category_scores_gemma":[0.2683208,0.001296287,0.00397398,0.01807887,0.007039706,0.009488446,0.005706273,0.004823918,0.0004995472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008855158,"about_ca_system_score_gemma":0.03573708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162982,"about_ca_topic_score_gemma":0.01093277,"domain_scores_codex":[0.9272901,0.04194087,0.01731334,0.002210132,0.01015085,0.001094659],"domain_scores_gemma":[0.5802326,0.3698688,0.02348395,0.003327114,0.02178912,0.001298354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001463767,0.00007980841,0.002564116,0.5465661,0.0012372,0.0009098016,0.01115127,0.0007743944,0.0002583685,0.0262621,0.01888202,0.3911685],"study_design_scores_gemma":[0.00001818151,0.00004125101,0.001262266,0.903565,0.001181217,0.0006305249,0.005668102,0.0001255983,0.0001611009,0.00679823,0.08051418,0.00003435981],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009733273,0.9876162,0.0009419158,0.007042689,0.0007165848,0.0003532545,0.00008114965,0.000007844486,0.002267014],"genre_scores_gemma":[0.01282046,0.9811339,0.001872995,0.002644839,0.0003758598,0.0007840365,0.0001069632,0.000008761971,0.0002521376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06257352,"threshold_uncertainty_score":0.3309244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3799385530471729,"score_gpt":0.5302642661996538,"score_spread":0.1503257131524809,"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."}}