{"id":"W4413572255","doi":"10.64628/aam.9jwdhgyvk","title":"How to respond to the ‘moral distress’ of the COVID-19 pandemic","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distress; Psychology; Virology; Medicine; Clinical psychology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[0.02679201,0.0004667773,0.0005890134,0.001003792,0.01106317,0.01865115,0.001513562,0.01982908,0.0210582],"category_scores_gemma":[0.07003445,0.0003782647,0.0004661837,0.0007734373,0.03170868,0.01356136,0.007494933,0.02052928,0.006318683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006660257,"about_ca_system_score_gemma":0.02020556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008613752,"about_ca_topic_score_gemma":0.007711532,"domain_scores_codex":[0.9743463,0.01931893,0.0003965031,0.000781472,0.002595004,0.002561714],"domain_scores_gemma":[0.9673175,0.01854213,0.001291452,0.00171836,0.005704795,0.005425755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002561561,0.00006065468,0.0004753643,0.0001491586,0.00002187988,0.0002811665,0.02259605,0.000446579,0.0002022967,0.7779569,0.1749212,0.02286313],"study_design_scores_gemma":[0.00002205136,0.00001645738,0.0005066636,0.0003908856,0.000007554609,0.0001457175,0.02647729,0.0005703234,0.000173472,0.5866529,0.3850003,0.00003643374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005459124,0.002154042,0.005773473,0.8430426,0.005004283,0.00003632411,0.00002367723,0.00005302762,0.1384534],"genre_scores_gemma":[0.5817434,0.005507531,0.01333285,0.2337511,0.006162256,0.000235575,0.00008268405,0.0005614221,0.1586231],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02679201,"threshold_uncertainty_score":0.1416914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3663699991651606,"score_gpt":0.565519111375196,"score_spread":0.1991491122100354,"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."}}