{"id":"W3190944620","doi":"10.1111/hdi.12977","title":"Trajectories of clinical and laboratory characteristics associated with <scp>COVID</scp> ‐19 in hemodialysis patients by survival","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Fresenius Medical Care North America","keywords":"Medicine; Hemodialysis; Coronavirus disease 2019 (COVID-19); Internal medicine; Population; Dialysis; Blood pressure; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gastroenterology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009262431,0.0001902476,0.000277828,0.0004914119,0.0002922687,0.0006989447,0.000339013,0.0004388096,0.001186987],"category_scores_gemma":[0.003228184,0.000175141,0.0004373148,0.0008398492,0.0002309504,0.0004992383,0.000606397,0.0005937732,0.0002134135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610368,"about_ca_system_score_gemma":0.000515374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035626,"about_ca_topic_score_gemma":0.007769257,"domain_scores_codex":[0.9995555,0.0001078995,0.0000383851,0.0001293153,0.00005538293,0.000113435],"domain_scores_gemma":[0.9978948,0.0004014153,0.0008950322,0.0001420365,0.0002503093,0.0004163829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059255,0.00001307108,0.998848,0.000002284106,0.00002111791,0.00001766872,0.00006003409,0.0001619578,0.00008596133,0.00001580518,0.00004963904,0.0006185542],"study_design_scores_gemma":[0.000002487923,0.00006650626,0.9988727,0.000003540284,0.000009146421,0.00004374964,0.0001450999,0.000718774,0.00002975348,0.00002979764,0.00007462988,0.000003628448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991388,0.00006820386,0.0001093687,0.00004008087,0.000001666056,0.000004169256,0.0005070521,0.000003550306,0.0001270607],"genre_scores_gemma":[0.9990789,0.00003754636,0.00006797853,0.00001036611,0.000002296259,0.000004469923,0.0007226494,0.000001417427,0.00007439066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035626,"threshold_uncertainty_score":0.02059197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769440529921531,"score_gpt":0.3820620891797399,"score_spread":0.3443676838805246,"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."}}