{"id":"W4211256024","doi":"10.1186/s12910-022-00749-0","title":"An ethical analysis of clinical triage protocols and decision-making frameworks: what do the principles of justice, freedom, and a disability rights approach demand of us?","year":2022,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Philosophy of medicine; Triage; Economic Justice; Distributive justice; Human rights; Public relations; Sociology; Psychology; Law and economics; Medicine; Political science; Law; Psychiatry","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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.04337728,0.0001687186,0.001055158,0.0001378392,0.0006437778,0.00002396173,0.0006254948,0.001394858,0.0004386732],"category_scores_gemma":[0.04896395,0.0001034801,0.0002143751,0.0006987061,0.002011775,0.000112688,0.001224994,0.006063169,3.723562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669533,"about_ca_system_score_gemma":0.001251147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306549,"about_ca_topic_score_gemma":0.002266902,"domain_scores_codex":[0.983805,0.01096199,0.002214537,0.000534016,0.002190828,0.0002936507],"domain_scores_gemma":[0.9024805,0.09505985,0.0009291989,0.001012707,0.000226899,0.0002908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01068351,0.005420302,0.4076552,0.01968939,0.001920704,0.00001806948,0.08979416,0.003268145,0.000006806814,0.4267098,0.0003545741,0.03447932],"study_design_scores_gemma":[0.009855999,0.00258775,0.4465211,0.01222328,0.007823374,0.000006276255,0.1889082,0.2311224,0.000002825145,0.08139639,0.01876807,0.0007843236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935717,0.0002609442,0.09629088,0.001217856,0.0002361828,0.007997013,0.00004227913,0.00001949492,0.0003636863],"genre_scores_gemma":[0.9823253,0.0003624115,0.01326987,0.001488837,0.0001123117,0.002404277,0.0000104372,0.00001361352,0.00001295209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3453134,"threshold_uncertainty_score":0.9999015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955311576138161,"score_gpt":0.5517198392550726,"score_spread":0.3561886816412566,"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."}}