{"id":"W3080449855","doi":"10.1016/j.pediatrneurol.2020.08.012","title":"Pediatric Neurology Research in the Twenty-First Century: Status, Challenges, and Future Directions Post–COVID-19","year":2020,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute; National Institute of Mental Health; Weill Cornell Medical College; National Institutes of Health; Epilepsiatutkimussäätiö; bluebird bio; PTC Therapeutics; BrainsWay; Abeona Therapeutics; Eisai; Jazz Pharmaceuticals; Patient-Centered Outcomes Research Institute; Washington University in St. Louis; Denali Therapeutics; Pediatric Epilepsy Research Foundation; Child Neurology Foundation; National Center for Advancing Translational Sciences; Beyond Batten Disease Foundation; Biogen; Batten Disease Support and Research Association","keywords":"Neurology; Pandemic; Medicine; Inclusion (mineral); Pediatric Neurology; Clinical trial; Health care; Health equity; Workforce; Public health; Family medicine; Disease; Psychology; Political science; Coronavirus disease 2019 (COVID-19); Pediatrics; Nursing; Psychiatry; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.09653644,0.000993858,0.001616805,0.006587684,0.008546233,0.02389733,0.004446746,0.01302297,0.01557612],"category_scores_gemma":[0.09056375,0.0008939055,0.001914689,0.005176112,0.01188462,0.01592595,0.01595798,0.01950552,0.004397444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0244131,"about_ca_system_score_gemma":0.1707512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01763029,"about_ca_topic_score_gemma":0.03387204,"domain_scores_codex":[0.958107,0.01693141,0.004411179,0.003067371,0.01001483,0.007468123],"domain_scores_gemma":[0.7396696,0.08226707,0.01200002,0.006698844,0.05977127,0.09959323],"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":[0.0001657874,0.0003027574,0.012822,0.003861252,0.0001339705,0.0007908858,0.004825558,0.0003570892,0.0005580302,0.06232281,0.6382476,0.2756123],"study_design_scores_gemma":[0.00004757347,0.0001575265,0.009869673,0.008577447,0.00004454931,0.0003944444,0.008727837,0.0001617161,0.0002250363,0.01913928,0.9525688,0.00008617287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001755408,0.08687419,0.0008152244,0.8893485,0.0154663,0.00005879781,0.0004016887,0.00009030994,0.005189512],"genre_scores_gemma":[0.06463191,0.3328638,0.01952654,0.5180858,0.04793031,0.0006652876,0.002707243,0.0002967567,0.01329233],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09653644,"threshold_uncertainty_score":0.5105397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1533346538390072,"score_gpt":0.4286631992092147,"score_spread":0.2753285453702075,"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."}}