{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007580488,0.0002266142,0.0006910702,0.0001525286,0.0001329315,0.0000364082,0.0001952761,0.0003720931,0.0001515792],"category_scores_gemma":[0.01028689,0.0001962029,0.00009859297,0.0003038002,0.0008664623,0.0001048594,0.0001930105,0.001625114,0.00001690927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005668392,"about_ca_system_score_gemma":0.0008250771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002844209,"about_ca_topic_score_gemma":0.0009456735,"domain_scores_codex":[0.9960116,0.001648358,0.0008840605,0.000894561,0.0001279965,0.0004334729],"domain_scores_gemma":[0.9932814,0.00548953,0.0001993116,0.0005653503,0.00003452147,0.0004299232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008991298,0.0001082439,0.9060338,0.00003724425,0.00006767929,0.001006036,0.0004734536,0.0001631339,0.00004685997,0.0004027627,0.08737037,0.003391266],"study_design_scores_gemma":[0.01506486,0.004737822,0.6926126,0.00002640691,0.0002392063,0.0004238691,0.0001172127,0.0175516,0.00001660798,0.009441127,0.2593948,0.000373826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3633179,0.001383519,0.001564042,0.6311001,0.001232656,0.001187967,0.0000293099,0.00009829363,0.00008622202],"genre_scores_gemma":[0.7203623,0.000663,0.001689628,0.2765857,0.0004786559,0.0001217271,0.00006457492,0.00002771112,0.000006687889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3570444,"threshold_uncertainty_score":0.9980499,"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."}}