{"id":"W3114032202","doi":"10.1111/bioe.12840","title":"Bioethics met its COVID‐19 Waterloo: The doctor knows best again","year":2020,"lang":"en","type":"article","venue":"Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bioethics; Action (physics); Health care; Law; Sociology; Political science; Environmental ethics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.02178278,0.0004205811,0.0005212313,0.00007819515,0.003898188,0.00007442705,0.001510176,0.002524813,0.002429853],"category_scores_gemma":[0.1450789,0.0002800157,0.0001749366,0.0007708482,0.00324414,0.0002658084,0.0009483586,0.02537133,0.0108104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797029,"about_ca_system_score_gemma":0.003572904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088031,"about_ca_topic_score_gemma":0.001354704,"domain_scores_codex":[0.9833969,0.01179124,0.001177906,0.0008055457,0.00173329,0.001095111],"domain_scores_gemma":[0.9533526,0.04260512,0.0006013636,0.001064014,0.0008814626,0.001495407],"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":[0.0002360883,0.0001513956,0.001539871,0.001842429,0.0001387945,0.00009089211,0.07359836,0.00002094851,0.0009735003,0.8298264,0.09078229,0.0007990568],"study_design_scores_gemma":[0.0009752283,0.0003212047,0.00004342115,0.0001981475,0.0001530549,0.00000562458,0.04459447,0.000483111,0.0003543392,0.0152401,0.9371989,0.0004323574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004859516,0.00140582,0.00234156,0.9513051,0.003457534,0.001741449,0.0002008111,0.0005565881,0.03413165],"genre_scores_gemma":[0.3547148,0.005522249,0.005212326,0.6170766,0.004887951,0.000303635,0.0001170984,0.0001983188,0.01196707],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8464167,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5029190529579868,"score_gpt":0.5631362951459377,"score_spread":0.06021724218795088,"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."}}