{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000532065,0.0002448308,0.0002826804,0.000489369,0.0005592446,0.0007918593,0.0002540755,0.0004740759,0.001020904],"category_scores_gemma":[0.001727914,0.0001103482,0.0003198503,0.0005162969,0.0004101721,0.0004973031,0.0006853163,0.0004344611,0.00009533333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238245,"about_ca_system_score_gemma":0.000730543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008663556,"about_ca_topic_score_gemma":0.007848233,"domain_scores_codex":[0.9995918,0.000108678,0.00004013979,0.00006236319,0.00005034523,0.0001468159],"domain_scores_gemma":[0.9986333,0.0001467572,0.0005776744,0.00002893263,0.0001269628,0.0004863731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190665,0.00003997573,0.9969978,0.00001498847,0.00001648848,0.0004220694,0.0003554166,0.00009742217,0.0001245967,0.00001253504,0.0002902975,0.001509338],"study_design_scores_gemma":[0.00001062018,0.0002173805,0.9982608,0.00001764295,0.000009480703,0.0004139392,0.0007689982,0.0001231669,0.00002984051,0.00001748265,0.0001251401,0.000005497973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.998976,0.0003178713,0.00003109252,0.0001713992,0.000007805369,0.000008878412,0.0001657792,0.00000343494,0.000317774],"genre_scores_gemma":[0.9995831,0.0001127031,0.00001460023,0.00003802084,0.00001371086,0.000007769788,0.0001846631,7.939079e-7,0.00004473136],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008663556,"threshold_uncertainty_score":0.01722628,"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."}}