{"id":"W3016224512","doi":"10.1186/s13063-020-04304-3","title":"COVID-19 randomised trial protocols: rapid publication without barriers","year":2020,"lang":"en","type":"editorial","venue":"Trials","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; Coronavirus Infections; Alternative medicine; Randomized controlled trial; Clinical trial; Intensive care medicine; Pathology; Outbreak; Disease","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","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1932172,0.0008234555,0.008477317,0.0008775757,0.0005025853,0.0008342854,0.001403388,0.00207666,0.01312143],"category_scores_gemma":[0.7734049,0.0009663066,0.00121849,0.000497864,0.0001746742,0.0007190783,0.0001391383,0.001150082,0.006023233],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002711953,"about_ca_system_score_gemma":0.01076109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006475226,"about_ca_topic_score_gemma":0.00003968989,"domain_scores_codex":[0.9641934,0.00853606,0.02329931,0.002305281,0.0007237573,0.0009422018],"domain_scores_gemma":[0.9175078,0.04203974,0.03394295,0.002508519,0.0005984552,0.00340259],"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":[0.04142006,0.00006610428,0.00002519759,0.001181605,0.0004006947,0.000001149099,0.0007744887,0.000009008032,5.373295e-7,0.003820664,0.9521984,0.0001021064],"study_design_scores_gemma":[0.2222844,0.0003353186,0.000001112906,0.000089232,0.0000689852,4.517328e-7,0.00009498381,0.0001270088,0.000001753254,0.006521628,0.7697805,0.0006946535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001137267,0.001182471,0.002777796,0.08566783,0.7386501,0.1558658,0.007755812,0.0005123029,0.007576467],"genre_scores_gemma":[0.00004422222,0.0002021021,0.001208864,0.01818114,0.8609468,0.1133151,0.003048324,0.000217225,0.002836184],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5801877,"threshold_uncertainty_score":0.9992787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6120624512828484,"score_gpt":0.5495399523275746,"score_spread":0.06252249895527384,"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."}}