{"id":"W4210627350","doi":"10.1177/19418744211063075","title":"Multicenter Study of the Impact of COVID-19 Shelter-In-Place on Tertiary Hospital-based Care for Pediatric Neurologic Disease","year":2022,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"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","keywords":"Medicine; Pediatrics; Medical diagnosis; Incidence (geometry); Emergency medicine; Tertiary care; Demographics; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Intensive care; Disease; Intensive care medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004006288,0.0003494713,0.0004907163,0.0002222846,0.000300672,0.00001875896,0.0008637568,0.00004028713,0.00005643856],"category_scores_gemma":[0.002078874,0.0002033777,0.000526997,0.0005084252,0.0001667242,0.00005871029,0.0003637828,0.0004391808,0.000001992923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254141,"about_ca_system_score_gemma":0.0005525692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006510218,"about_ca_topic_score_gemma":0.00002449022,"domain_scores_codex":[0.9970623,0.0007474459,0.000519674,0.0005519464,0.0007139715,0.0004047225],"domain_scores_gemma":[0.9960604,0.001708843,0.0004152299,0.00144217,0.00009308414,0.0002802228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004095861,0.003632767,0.9596823,0.0008564253,0.00004258264,0.000213783,0.002491797,0.0273582,0.0001410609,0.000009428541,0.001444574,0.0000311663],"study_design_scores_gemma":[0.008500957,0.01221549,0.9758457,0.00001884556,0.0004454168,0.000002955514,0.0006246555,0.001944108,0.0000827818,0.00003536448,0.00008345752,0.0002002856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833217,0.0002020848,0.000005575859,0.008145095,0.0005171656,0.00734078,0.0003835786,0.00005941778,0.0000246543],"genre_scores_gemma":[0.9943233,0.000004187217,0.00000514701,0.004819287,0.0001058873,0.0006068301,0.00003608596,0.00006681799,0.0000324778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541409,"threshold_uncertainty_score":0.8293504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122746823085089,"score_gpt":0.3085479796670791,"score_spread":0.2973205114362282,"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."}}