{"id":"W4394582089","doi":"10.1007/s12630-024-02744-y","title":"COVID-19 critical care triage across Canada: a narrative synthesis and ethical analysis of early provincial triage protocols","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"National Institutes of Health; National Heart, Lung, and Blood Institute; University of Pittsburgh; Foundation for the National Institutes of Health","keywords":"Triage; Narrative; Coronavirus disease 2019 (COVID-19); Humanities; Sociology; Psychology; Medicine; Medical emergency; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2215313,0.000918187,0.001211159,0.01038371,0.01420616,0.01041717,0.00316433,0.001456139,0.002679691],"category_scores_gemma":[0.3447695,0.0009383784,0.0009810677,0.01253607,0.009645985,0.004973885,0.007257564,0.004085758,0.0002445392],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2104558,"about_ca_system_score_gemma":0.3890599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6607761,"about_ca_topic_score_gemma":0.7592635,"domain_scores_codex":[0.7918928,0.1528749,0.01789188,0.005302393,0.02670602,0.005332008],"domain_scores_gemma":[0.5639423,0.2871425,0.02225547,0.009262585,0.1114321,0.005964984],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002760843,0.00005395691,0.008242152,0.01882703,0.0001484429,0.0003690978,0.8543451,0.0008097957,0.0004617427,0.02531263,0.0147153,0.07643861],"study_design_scores_gemma":[0.0001258819,0.000111731,0.01620624,0.06729051,0.0003890427,0.0001463224,0.7020267,0.00165417,0.001195596,0.008775257,0.2019405,0.000138041],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5427368,0.07486648,0.08371887,0.1539093,0.001887813,0.04961102,0.02008298,0.0003377314,0.07284895],"genre_scores_gemma":[0.8897855,0.01981721,0.04665838,0.006824378,0.0001572686,0.03078066,0.002395464,0.0001539349,0.003427294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7895442,"threshold_uncertainty_score":0.9599905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022928993159035,"score_gpt":0.3996390985993348,"score_spread":0.3494098086677445,"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."}}