{"id":"W3213365691","doi":"10.1681/asn.20213210s1771b","title":"Impact of COVID-19 on Hemodialysis Patients: The Quebec Renal Network (QRN) COVID-19 Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Hôpital Maisonneuve-Rosemont; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Hemodialysis; Medicine; Pandemic; Dialysis; Thematic analysis; Feeling; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Outbreak; Public health; Intensive care medicine; Family medicine; Disease; Emergency medicine; Qualitative research; Internal medicine; Nursing; Psychology; Infectious disease (medical specialty); Social psychology; Virology","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":[0.001736147,0.0002411424,0.0003127061,0.0005193554,0.004620814,0.001917119,0.0007524363,0.0006331634,0.004196027],"category_scores_gemma":[0.003232236,0.0001838592,0.0003591751,0.001713434,0.001179119,0.0008897358,0.001345727,0.001531661,0.0002507095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02829497,"about_ca_system_score_gemma":0.02877371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9487925,"about_ca_topic_score_gemma":0.9762053,"domain_scores_codex":[0.9988012,0.0003136682,0.00004917037,0.0001135371,0.0002032029,0.0005191091],"domain_scores_gemma":[0.9953317,0.0006144572,0.0008992885,0.00008943911,0.00127599,0.001789137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002166611,0.0005257972,0.9250847,0.000257075,0.00005181376,0.0006967688,0.04881062,0.0001282692,0.0004601734,0.0004110218,0.007999056,0.01535797],"study_design_scores_gemma":[0.00002579093,0.0002168795,0.9274848,0.0002025882,0.00002349449,0.0001716415,0.06417342,0.0002427211,0.00007630291,0.00004304188,0.007302356,0.00003694419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925553,0.0004695799,0.0000973092,0.001460462,0.00002079037,0.0001368696,0.001184149,0.000004754224,0.004070784],"genre_scores_gemma":[0.996751,0.0003662726,0.0001186424,0.0009446708,0.00001709134,0.00007810197,0.0004430705,0.000004858078,0.001276378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05120754,"threshold_uncertainty_score":0.2052953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626716863898661,"score_gpt":0.3961186763288881,"score_spread":0.3498515076899015,"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."}}