{"id":"W2121124305","doi":"10.1001/dmp.2011.14","title":"Resource Allocation After a Nuclear Detonation Incident: Unaltered Standards of Ethical Decision Making","year":2011,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Response and Management","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Rationing; Intervention (counseling); Resource (disambiguation); Health care rationing; Resource allocation; Principle of double effect; Order (exchange); Presentation (obstetrics); Medicine; Risk analysis (engineering); Psychology; Business; Actuarial science; Nursing; Computer science; Health care; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005252825,0.000206808,0.0004792557,0.0003715846,0.0003508462,0.00001379192,0.0002282911,0.0002507755,0.00141741],"category_scores_gemma":[0.001086173,0.0001627857,0.00004556376,0.0003405964,0.0002109568,0.0002619462,0.0003185086,0.0005043761,0.00001784109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615598,"about_ca_system_score_gemma":0.0005888681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817017,"about_ca_topic_score_gemma":0.0004076456,"domain_scores_codex":[0.995598,0.001342478,0.001178117,0.0004333996,0.0008585738,0.0005894878],"domain_scores_gemma":[0.9977131,0.0004471008,0.0005338608,0.000508529,0.0004223294,0.0003750939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001508237,0.0001248397,0.002513617,0.001183365,0.00004395124,0.000007678376,0.897432,3.317337e-7,0.000007824952,0.008114344,0.01544131,0.07362253],"study_design_scores_gemma":[0.003130947,0.0009322063,0.0203264,0.004458955,0.00005855641,0.00000882421,0.5444933,0.0003986726,6.069493e-7,0.002595558,0.4232752,0.0003207962],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558929,0.0003754832,0.0156406,0.006265849,0.0004606411,0.001183151,0.00003606132,0.0000910643,0.02005422],"genre_scores_gemma":[0.9823992,0.00009104302,0.0004810471,0.01651412,0.0001545794,0.0001487135,0.00003258957,0.00003490478,0.0001438578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4078339,"threshold_uncertainty_score":0.9994954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278954211283313,"score_gpt":0.4489322021439954,"score_spread":0.3210367810156641,"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."}}