{"id":"W350259485","doi":"","title":"“Playing God because you have to”: Canadian health professionals’ experiences of rationing care in humanitarian and development work","year":2010,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rationing; Work (physics); Health professionals; Relief Work; Health care; Nursing; Humanitarian aid; Sociology; Psychology; Political science; Public relations; Medicine; Law; Medical emergency; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007509074,0.0002390988,0.0005778612,0.000599287,0.00577889,0.00003290916,0.0002792874,0.0004742634,0.0001553036],"category_scores_gemma":[0.003028412,0.0002264955,0.00002115711,0.0006056845,0.0001256773,0.00026538,0.0001924054,0.003346186,0.0000236113],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009836882,"about_ca_system_score_gemma":0.05026501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1698021,"about_ca_topic_score_gemma":0.7237957,"domain_scores_codex":[0.9949102,0.000770005,0.00151377,0.00047928,0.0005802173,0.001746503],"domain_scores_gemma":[0.9954971,0.001047574,0.0004665953,0.0003289625,0.00069368,0.001966072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001001931,0.00002830889,0.03303729,0.0008925578,0.000005974642,0.000001191589,0.9550898,5.630188e-7,7.521672e-7,0.002744473,0.0004037344,0.007785331],"study_design_scores_gemma":[0.0003288724,0.00007837056,0.08867711,0.0005730417,6.130026e-7,5.371562e-7,0.357096,0.000004752005,0.00000102149,0.000006002705,0.5530801,0.000153627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3387915,0.001476646,0.0001459495,0.654906,0.001544433,0.002285191,0.00002270321,0.00005785219,0.0007697109],"genre_scores_gemma":[0.7912439,0.0001096807,0.004842751,0.202181,0.0002186557,0.001128696,0.00007636828,0.00003390966,0.0001651159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5979939,"threshold_uncertainty_score":0.9989532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.266177019516555,"score_gpt":0.4936684098756562,"score_spread":0.2274913903591012,"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."}}