{"id":"W3183172254","doi":"10.1136/bmjopen-2020-047076","title":"Ethical frameworks in clinical research processes during COVID-19: a scoping review","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; BC Cancer Agency; Princess Margaret Cancer Centre","funders":"","keywords":"Institutional review board; Medicine; Research ethics; Informed consent; Observational study; Ethics committee; MEDLINE; Coronavirus disease 2019 (COVID-19); Family medicine; Research design; Pandemic; Sample size determination; Alternative medicine; Medical education; Pathology; Psychiatry; Political science; Law; Social science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2939042,0.001772406,0.005066595,0.02667435,0.005421456,0.01995202,0.004111882,0.008884774,0.003006103],"category_scores_gemma":[0.5539917,0.00260715,0.005446353,0.02845848,0.01296628,0.02320428,0.01062389,0.009456703,0.001012119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01904513,"about_ca_system_score_gemma":0.08848015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007932716,"about_ca_topic_score_gemma":0.01166837,"domain_scores_codex":[0.5582672,0.3227754,0.07649737,0.006391743,0.03321101,0.002857343],"domain_scores_gemma":[0.2657493,0.6127988,0.06441873,0.009072237,0.04558224,0.002378783],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003122987,0.0001201769,0.00338032,0.4946983,0.001320639,0.000680442,0.02020566,0.000915681,0.0003844754,0.04721639,0.02483577,0.40593],"study_design_scores_gemma":[0.00005068688,0.00005253715,0.001183648,0.9246095,0.0006423667,0.0003164733,0.004356274,0.0001503759,0.0001285961,0.00654157,0.0619138,0.00005414261],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008861721,0.9757322,0.003167643,0.01422053,0.00120182,0.001568359,0.0001114443,0.00002338686,0.003088405],"genre_scores_gemma":[0.02346776,0.9526033,0.01184711,0.005377193,0.001169385,0.004772098,0.0002629058,0.00004075622,0.0004594955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7060958,"threshold_uncertainty_score":0.8707419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9435646536232288,"score_gpt":0.8332145194314977,"score_spread":0.1103501341917311,"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."}}