{"id":"W2055902095","doi":"10.1017/s1049023x11001154","title":"(A113) Ethics in the Delivery of Humanitarian Health Response: Learning from the Narratives of Health Care Workers","year":2011,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Beneficence; Health care; Autonomy; Public relations; Economic Justice; Nursing; Sociology; Medicine; Engineering ethics; Political science; Environmental ethics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003589962,0.0001478355,0.000390899,0.00007661381,0.000441572,0.000003468133,0.0002722671,0.00007235487,0.0001350263],"category_scores_gemma":[0.0003028145,0.00007640124,0.00003817393,0.0001699228,0.00037608,0.00008306356,0.0001714132,0.0007293746,0.000004418741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040396,"about_ca_system_score_gemma":0.0002721667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007430279,"about_ca_topic_score_gemma":0.002326581,"domain_scores_codex":[0.9943377,0.004088365,0.0007236876,0.0002153009,0.0003309053,0.0003040319],"domain_scores_gemma":[0.9978507,0.001250482,0.0004385457,0.0003208026,0.00007111001,0.00006835696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009144273,0.0000564073,0.04972878,0.0002861816,0.00003027448,0.000001885555,0.9414321,6.204181e-7,0.00001067866,0.001347536,0.001696485,0.004494696],"study_design_scores_gemma":[0.0007576805,0.001015631,0.2679538,0.001107745,0.00001066205,2.173273e-7,0.7224771,0.000001517331,8.115626e-7,0.0005306726,0.00609265,0.00005142554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612297,0.008272794,0.0002135216,0.02473513,0.0002238388,0.000916081,0.00001286884,0.00001336259,0.004382706],"genre_scores_gemma":[0.9944727,0.0001834979,0.00008492749,0.004687524,0.00006923719,0.00004746121,0.00002122137,0.00001245998,0.0004209926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2189549,"threshold_uncertainty_score":0.9991793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547137115388314,"score_gpt":0.4047922811901862,"score_spread":0.2500785696513549,"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."}}