{"id":"W3164324331","doi":"","title":"A team effort in Nepal: experiences from managing a large COVID-19 rehabilitation hospital outbreak","year":2021,"lang":"en","type":"article","venue":"Publisher","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stan Cassidy Foundation","funders":"","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Rehabilitation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; Geography; Virology; Physical therapy; Disease; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005506585,0.0001454147,0.0002161998,0.0001563636,0.00009654199,0.0001548369,0.0002006154,0.000125655,0.004012657],"category_scores_gemma":[0.0005187654,0.0001472815,0.0000802575,0.0004931494,0.00005823128,0.0005664768,0.0001183792,0.0002066294,0.0001172782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005155753,"about_ca_system_score_gemma":0.0004588556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283521,"about_ca_topic_score_gemma":0.004909302,"domain_scores_codex":[0.9981553,0.0001613722,0.0003421217,0.0006093009,0.0002466155,0.0004853214],"domain_scores_gemma":[0.99882,0.0003488643,0.00007853413,0.0004320348,0.00004413869,0.0002764036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007959358,0.0008626972,0.7120554,0.00007406926,0.00002323379,0.000108488,0.1675385,0.000001822053,0.000008385888,0.003281712,0.1085017,0.007464321],"study_design_scores_gemma":[0.001999349,0.0001540176,0.3071617,0.00002611654,0.00000852348,0.000004296517,0.1815418,0.00006028129,0.000004585227,0.004279289,0.5045226,0.0002375239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946538,0.000673674,0.0002564956,0.01497203,0.003257904,0.0004067838,0.00002507852,0.000129869,0.03374016],"genre_scores_gemma":[0.9870877,0.000006695333,0.0005289694,0.008958379,0.0001946216,0.0004615075,0.000136586,0.00002274879,0.002602814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4048938,"threshold_uncertainty_score":0.9968978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574156481734663,"score_gpt":0.3724590227647738,"score_spread":0.3467174579474271,"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."}}