{"id":"W3209427854","doi":"10.1681/asn.20213210s171c","title":"Temporal Trends in Mortality and Hospitalization Related to SARS-CoV-2 in Dialysis Patients in Québec (Canada)","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Université Laval; Centre Hospitalier de l’Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Dialysis; Intensive care unit; Poisson regression; Coronavirus disease 2019 (COVID-19); Logistic regression; Pandemic; Emergency medicine; Internal medicine; Pediatrics; Demography; Population; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005245641,0.0002457759,0.0002643742,0.0009124107,0.000979913,0.0008711026,0.0008539643,0.0005005775,0.002581437],"category_scores_gemma":[0.001682317,0.0001569116,0.000423515,0.002229853,0.0004366694,0.0003782894,0.0005351398,0.0006499949,0.0001967938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01405334,"about_ca_system_score_gemma":0.008071427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9706699,"about_ca_topic_score_gemma":0.9741424,"domain_scores_codex":[0.9994922,0.00004316558,0.00003633353,0.0001039762,0.0001296626,0.000194733],"domain_scores_gemma":[0.9977374,0.0001399818,0.000770495,0.00005558776,0.0008060677,0.0004904238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004570691,0.00001145009,0.9979281,0.00001059637,0.00003172762,0.00002839552,0.00006911199,0.0001106836,0.00005831808,0.0000202443,0.0006519774,0.001033608],"study_design_scores_gemma":[0.000002718789,0.00001098815,0.9992562,0.00001113129,0.000009305464,0.00002722991,0.0001802244,0.0002348797,0.00001410087,0.000005358145,0.000244612,0.000003317263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880589,0.0008843068,0.0001135806,0.0004186298,0.00001226395,0.0000232383,0.008909217,0.00002250521,0.001557454],"genre_scores_gemma":[0.9964601,0.0002535756,0.00007426008,0.0000820745,0.000007606299,0.00001069508,0.002691061,0.000003274915,0.0004173361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02933007,"threshold_uncertainty_score":0.1019647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457302659678568,"score_gpt":0.3861172926875485,"score_spread":0.3515442660907628,"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."}}