{"id":"W3038055921","doi":"10.3389/fneur.2020.00664","title":"Chronic Neurology in COVID-19 Era: Clinical Considerations and Recommendations From the REPROGRAM Consortium","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pandemic; Neurology; Health care; Harm; Workforce; Pace; Intensive care medicine; Family medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease; Psychology; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0270595,0.001068531,0.001372365,0.00289233,0.006878241,0.01049101,0.005199348,0.01813633,0.005545435],"category_scores_gemma":[0.05796267,0.0004467542,0.001760009,0.002503171,0.005612412,0.01119267,0.01033362,0.02262908,0.00286276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007548795,"about_ca_system_score_gemma":0.05105614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159533,"about_ca_topic_score_gemma":0.04080957,"domain_scores_codex":[0.9796829,0.009596576,0.003853668,0.001015011,0.00387351,0.001978488],"domain_scores_gemma":[0.940227,0.01466707,0.003320853,0.001298386,0.02127611,0.01921059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000730626,0.0002115706,0.007766589,0.001342468,0.00005366224,0.002412674,0.00225288,0.0004467409,0.000171112,0.01481493,0.8200389,0.1504152],"study_design_scores_gemma":[0.0001104932,0.0001646857,0.008258995,0.02130973,0.0001077859,0.003069846,0.01306023,0.0005712622,0.0001630078,0.02825157,0.9247321,0.0002000508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005596597,0.01610236,0.000467204,0.9740282,0.003732699,0.00008648606,0.00007271142,0.00003599188,0.004914677],"genre_scores_gemma":[0.03208923,0.1297771,0.02030228,0.7776078,0.02905884,0.001432406,0.001061487,0.0001339637,0.008536888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0270595,"threshold_uncertainty_score":0.143106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773283355101645,"score_gpt":0.352361844694508,"score_spread":0.3146290111434915,"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."}}