{"id":"W3196854825","doi":"10.4414/smw.2021.w30006","title":"Management and outcomes of patients on maintenance dialysis during the first and second wave of the COVID-19 pandemic in Geneva, Switzerland ","year":2021,"lang":"en","type":"review","venue":"Swiss Medical Weekly","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; McGill University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Dialysis; Betacoronavirus; Intensive care medicine; Coronavirus Infections; Emergency medicine; Medical emergency; Virology; Internal medicine; Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001682864,0.0003368644,0.002315371,0.0001793144,0.0001091713,0.00001000214,0.0003501158,0.0002587538,0.0001940151],"category_scores_gemma":[0.0301837,0.0001539294,0.0004188402,0.0004764391,0.0008236929,0.00001628041,0.001133583,0.000875599,0.000001589899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618757,"about_ca_system_score_gemma":0.0004332493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193258,"about_ca_topic_score_gemma":0.000569612,"domain_scores_codex":[0.9961478,0.0003540765,0.001176837,0.0005752438,0.001372133,0.0003739453],"domain_scores_gemma":[0.9902927,0.008087792,0.000433299,0.0007306106,0.00008900507,0.0003665482],"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":[0.0001217883,0.0004379497,0.5176952,0.09690977,0.001727092,0.0002438213,0.0003764655,9.377692e-7,1.083275e-7,0.00009979871,0.001015041,0.381372],"study_design_scores_gemma":[0.0027855,0.000157557,0.3909578,0.01271637,0.0008486219,0.000006183253,0.00007331213,0.00000986383,3.744323e-7,0.0001080192,0.5921559,0.0001805506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0285555,0.9569235,0.00000981217,0.0113971,0.000205197,0.002522628,0.0001491595,0.00001457196,0.0002225227],"genre_scores_gemma":[0.03600654,0.9609469,0.000009127232,0.001452079,0.00004887693,0.0001219245,0.00001398325,0.00002455331,0.001375995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5911408,"threshold_uncertainty_score":0.9779855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06651782991267534,"score_gpt":0.4104975684615663,"score_spread":0.343979738548891,"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."}}