{"id":"W3131532933","doi":"10.1080/15265161.2020.1870768","title":"Equitable Access to Research Benefits: Considerations for COVID-19 Vaccine Development and Clinical Trial Crossover","year":2021,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Clinical trial; Crossover; MEDLINE; Medicine; Virology; Political science; Computer science; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1576605,0.001075164,0.003502217,0.003034821,0.009598413,0.02181015,0.007826575,0.1347718,0.05653508],"category_scores_gemma":[0.4496337,0.002902432,0.004569925,0.002058239,0.02016793,0.03093843,0.01601142,0.07604335,0.009309749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0122945,"about_ca_system_score_gemma":0.04180409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004749589,"about_ca_topic_score_gemma":0.01093845,"domain_scores_codex":[0.8719101,0.06222599,0.01705434,0.01263965,0.02685336,0.009316497],"domain_scores_gemma":[0.5246335,0.3743069,0.01565809,0.01647688,0.02621777,0.04270685],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004358751,0.0002816997,0.001724346,0.0004795631,0.0001105314,0.00212725,0.001165195,0.0004393953,0.0005062688,0.09149829,0.8391617,0.06206988],"study_design_scores_gemma":[0.001335431,0.0005044834,0.002762846,0.003655039,0.0001824003,0.00295474,0.002372247,0.002274435,0.0004956287,0.2124392,0.7706615,0.0003620979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004516576,0.0008256468,0.00157165,0.9824096,0.006667934,0.0001097434,0.0000447295,0.00006096824,0.007858001],"genre_scores_gemma":[0.01403404,0.000846144,0.005293658,0.9471337,0.02649496,0.0006016478,0.00004872525,0.0001114577,0.005435687],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8423395,"threshold_uncertainty_score":0.8337982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8739327352089808,"score_gpt":0.6951803649233763,"score_spread":0.1787523702856045,"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."}}