{"id":"W3167275474","doi":"10.1038/s41390-021-01587-3","title":"Improving clinical paediatric research and learning from COVID-19: recommendations by the Conect4Children expert advice group","year":2021,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"EMD Serono; Idorsia Pharmaceuticals; Neuraxpharm; H. Lundbeck A/S; Bayer; Servier; Eisai; Swedish Orphan Biovitrum; Agenzia Italiana del Farmaco, Ministero della Salute; Alexion Pharmaceuticals; Apellis Pharmaceuticals; Innovative Medicines Initiative; Sanofi; GW Pharmaceuticals; Ablynx; Ministero dell’Istruzione, dell’Università e della Ricerca; European Federation of Pharmaceutical Industries and Associations; European Commission; Celgene; Pfizer; Biogen; GlaxoSmithKline; Amgen; Ministero della Salute; CSL Behring; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Equity (law); Medicine; Clinical trial; Health care; Medical education; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Public relations; Political science; Pathology","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":[0.1691599,0.002156219,0.003615673,0.00492477,0.004859405,0.0167888,0.01458563,0.06643964,0.03144806],"category_scores_gemma":[0.3893637,0.00205671,0.009334384,0.005578317,0.008971351,0.02551609,0.01547221,0.06219793,0.02436579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01415943,"about_ca_system_score_gemma":0.1051153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01859203,"about_ca_topic_score_gemma":0.03669524,"domain_scores_codex":[0.8116298,0.1026488,0.03226792,0.007702816,0.03230737,0.01344334],"domain_scores_gemma":[0.4775799,0.2400011,0.02489333,0.01789355,0.1733391,0.06629319],"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":[0.0000362674,0.00003711365,0.0001699868,0.001050143,0.00002362113,0.0001090785,0.0003089489,0.00005946551,0.00003964247,0.002457073,0.976795,0.01891359],"study_design_scores_gemma":[0.0001551455,0.00003867915,0.0003717876,0.01093227,0.0000532552,0.0002147849,0.0006637826,0.0001010777,0.0000712204,0.005787199,0.9815313,0.000079505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008758793,0.008961459,0.0009990886,0.9609898,0.0237918,0.0003025078,0.0003662459,0.0001779493,0.004323577],"genre_scores_gemma":[0.001277054,0.01336032,0.01262893,0.9484152,0.01502279,0.001004185,0.0007670986,0.0002050654,0.007319434],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8308401,"threshold_uncertainty_score":0.894614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3537543997310871,"score_gpt":0.5610634679013612,"score_spread":0.2073090681702741,"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."}}