{"id":"W2605585155","doi":"10.1017/s1049023x1700142x","title":"Vulnerable Populations: Investigating Ethical Implications for Policies and Practices of International Humanitarian Organizations","year":2017,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; Université de Montréal","funders":"","keywords":"Action (physics); Business; Public relations; Political science","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":[0.05615221,0.0004417011,0.0004667924,0.003122422,0.02203441,0.01566644,0.002073322,0.004806861,0.00587344],"category_scores_gemma":[0.1070099,0.0004671259,0.0004968944,0.00245756,0.03377156,0.01561695,0.01541065,0.008562758,0.0002915904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254566,"about_ca_system_score_gemma":0.0334578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085692,"about_ca_topic_score_gemma":0.01871163,"domain_scores_codex":[0.9433761,0.04701097,0.001015408,0.001142274,0.00267415,0.004781119],"domain_scores_gemma":[0.8973697,0.0767994,0.008965621,0.00238687,0.006409494,0.008068755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002886961,0.00008899956,0.009939718,0.0001173047,0.00001224357,0.0003619385,0.8552437,0.00007145555,0.00007157087,0.1221771,0.003196455,0.008690631],"study_design_scores_gemma":[0.000004597494,0.00002021438,0.002426047,0.0004252806,0.000004723851,0.00006995252,0.9700322,0.00005088839,0.00004233684,0.01832573,0.00858946,0.000008650995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6544062,0.003829037,0.003059398,0.2178822,0.0006974596,0.0004086005,0.00008298322,0.00001162675,0.1196224],"genre_scores_gemma":[0.9892153,0.001422545,0.0006118545,0.006665013,0.00009031463,0.0002006835,0.00001162103,0.00001091279,0.001771775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05615221,"threshold_uncertainty_score":0.2969648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289859880877072,"score_gpt":0.5360948409853482,"score_spread":0.307108852897641,"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."}}