{"id":"W3204822155","doi":"10.1177/08404704211047911","title":"Ethics of resource allocation in a public health emergency context","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services","funders":"","keywords":"Resource allocation; Context (archaeology); Business; Public health; Resource (disambiguation); Medical emergency; Medicine; Computer science; Nursing; Geography","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":[0.03731181,0.0003972021,0.0006251077,0.0006530884,0.008553125,0.01139756,0.001491969,0.01007107,0.003026938],"category_scores_gemma":[0.044839,0.000473221,0.000506423,0.0007604982,0.04087663,0.006288954,0.00680419,0.01179974,0.0005794134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008763405,"about_ca_system_score_gemma":0.01852358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004510822,"about_ca_topic_score_gemma":0.003714749,"domain_scores_codex":[0.9417853,0.04803938,0.001282426,0.001770682,0.003835368,0.003286807],"domain_scores_gemma":[0.9502079,0.03627509,0.002546346,0.002602244,0.004849735,0.003518588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001698882,0.00002063272,0.000371243,0.00004601563,0.000008993245,0.0002601462,0.004543276,0.001087641,0.00008809857,0.9829007,0.006792191,0.003864133],"study_design_scores_gemma":[0.00001984884,0.00002372591,0.0002693128,0.0002031382,0.000006041633,0.0001975388,0.004558766,0.001620487,0.000134578,0.9293173,0.06361961,0.0000296954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03291832,0.003174526,0.07410555,0.5345636,0.001476508,0.0003215013,0.00008889061,0.00004698586,0.3533041],"genre_scores_gemma":[0.9319724,0.001707204,0.02001316,0.03266281,0.0009422592,0.0003895692,0.00003209272,0.00004959424,0.01223087],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03731181,"threshold_uncertainty_score":0.1973261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722465598287151,"score_gpt":0.4523218576564156,"score_spread":0.2800752978277005,"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."}}