{"id":"W3150176695","doi":"10.1016/j.accpm.2021.100856","title":"COVID-19 and ethics: We learn as we go. But where are we going?","year":2021,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Virology; Medicine","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","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00363785,0.0003532378,0.000672213,0.0001644575,0.0009275303,0.00003116872,0.0002653415,0.0004663219,0.003127144],"category_scores_gemma":[0.01649346,0.0002925404,0.00009642696,0.0003404916,0.0006032087,0.0001112178,0.0002218723,0.001639566,0.0004626876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592767,"about_ca_system_score_gemma":0.001199222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000498618,"about_ca_topic_score_gemma":0.001979084,"domain_scores_codex":[0.9919403,0.005024562,0.0006580716,0.0007251964,0.0007927915,0.0008591087],"domain_scores_gemma":[0.9919488,0.005547999,0.0001043241,0.000696346,0.000446419,0.001256138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003836279,0.0001680203,0.01001025,0.02124107,0.00009155284,0.006612652,0.1188084,0.000001777262,0.0001041453,0.1298726,0.6590036,0.05370228],"study_design_scores_gemma":[0.0008737421,0.0004462029,0.0001878502,0.002734976,0.0001200095,0.00001525441,0.2889769,0.00002141259,0.000004465304,0.006345452,0.7000567,0.0002169407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006566075,0.05731221,0.00289248,0.9158129,0.0002782485,0.0006244032,0.000009460566,0.0002317774,0.01627242],"genre_scores_gemma":[0.3747645,0.05422297,0.0007088807,0.5354131,0.001182845,0.0003068905,0.0000688142,0.0001385598,0.03319346],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3803998,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075793248673956,"score_gpt":0.4597417671527315,"score_spread":0.3521624422853359,"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."}}