{"id":"W6902236090","doi":"10.6084/m9.figshare.28792966.v1","title":"Additional file 2 of Ethical implications related to processing of personal data and artificial intelligence in humanitarian crises: a scoping review","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Toronto East General Hospital; University Health Network; York University; University of Toronto","funders":"","keywords":"Applications of artificial intelligence; Data Protection Act 1998; Data collection; Field (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007299204,0.001487141,0.001986642,0.0128969,0.001086511,0.004069506,0.001985097,0.003468402,0.9055675],"category_scores_gemma":[0.1233499,0.001144349,0.003071873,0.01290816,0.0006797001,0.003941906,0.002460655,0.001604214,0.1076403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769215,"about_ca_system_score_gemma":0.007804276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068385,"about_ca_topic_score_gemma":0.02178418,"domain_scores_codex":[0.9970193,0.000798879,0.0009766871,0.0003642162,0.0005983747,0.0002424655],"domain_scores_gemma":[0.8188141,0.1607083,0.00712667,0.00222837,0.01011166,0.001010828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004244051,0.00007782326,0.0009001373,0.08472981,0.0002305497,0.00009611485,0.0002113483,0.0003644996,0.00005729923,0.002029194,0.8959062,0.0149727],"study_design_scores_gemma":[0.006947481,0.0001943583,0.0133442,0.1113698,0.001334968,0.0004557501,0.001267788,0.0009898257,0.0003465491,0.01922151,0.8443252,0.0002024195],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.000143352,0.0004481261,0.0003110803,0.000543085,0.0001367207,0.0006502601,0.9953787,0.0001653541,0.002223237],"genre_scores_gemma":[0.01204924,0.004376468,0.01600336,0.004880301,0.0006521777,0.02936494,0.8999586,0.001129418,0.03158565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9055675,"threshold_uncertainty_score":0.1346964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2715721854072277,"score_gpt":0.4929802669567501,"score_spread":0.2214080815495224,"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."}}