{"id":"W7162117456","doi":"10.82308/12814","title":"Ethics beyond borders : how Canadian health professionals experience ethics in humanitarian assistance and development work","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Humanitarian aid; Health care; Qualitative research; Health professionals; Identity (music); Research ethics; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01641614,0.0007422012,0.0008758729,0.002607528,0.07087033,0.01867647,0.003185111,0.005571132,0.004290768],"category_scores_gemma":[0.02587949,0.0008673539,0.000646646,0.003967567,0.04806306,0.005084437,0.01405404,0.009486116,0.0004001725],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1605844,"about_ca_system_score_gemma":0.2349858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9504838,"about_ca_topic_score_gemma":0.9699762,"domain_scores_codex":[0.9653299,0.01691598,0.0006512705,0.001337014,0.006749965,0.009015996],"domain_scores_gemma":[0.9753537,0.008573184,0.001591359,0.0005612039,0.00525574,0.008664886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001417025,0.00001748543,0.001795962,0.00003977386,0.000004156239,0.0004713083,0.986692,0.00003739121,0.0001214478,0.004630803,0.003153377,0.00302211],"study_design_scores_gemma":[0.000005343146,0.00001210669,0.001797985,0.0001158011,0.000005115995,0.0001606344,0.9622762,0.00005427042,0.00004278471,0.0007713471,0.03473257,0.00002585669],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7853746,0.006140197,0.002119982,0.07901632,0.0008577831,0.0002418962,0.00009457763,0.00004964323,0.1261049],"genre_scores_gemma":[0.9822641,0.001994062,0.0005422637,0.004827434,0.00004545415,0.00004480137,0.00003130934,0.00003343138,0.01021722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1605844,"threshold_uncertainty_score":0.9736031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635437165543463,"score_gpt":0.4112728253109633,"score_spread":0.3477291087566169,"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."}}