{"id":"W6926490959","doi":"10.25384/sage.14964052","title":"sj-pdf-1-cjk-10.1177_20543581211027759 – Supplemental material for Incidence and Outcomes of Acute Kidney Injury in Patients Admitted to Hospital With COVID-19: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Retrospective cohort study; Acute kidney injury; Kidney disease; Cohort study; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008468965,0.0005058903,0.000653157,0.003099501,0.0007169911,0.001631545,0.001295797,0.001318084,0.575077],"category_scores_gemma":[0.009350637,0.0005596224,0.000578013,0.003833807,0.0001733244,0.001168058,0.0009756939,0.0009051381,0.1498055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008104363,"about_ca_system_score_gemma":0.001628559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008638496,"about_ca_topic_score_gemma":0.01149655,"domain_scores_codex":[0.9992856,0.00008327029,0.0001965359,0.0001482592,0.0001875648,0.00009868959],"domain_scores_gemma":[0.9908471,0.003695811,0.001336158,0.0008572027,0.002105043,0.001158831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006346645,0.0002387152,0.02514048,0.0006254258,0.00007140826,0.000266786,0.00006211458,0.0001585883,0.0007582691,0.0004603722,0.9490368,0.02254644],"study_design_scores_gemma":[0.00178839,0.0004841319,0.3124042,0.001341181,0.0001827782,0.002719195,0.0004354791,0.001549689,0.002793991,0.003786106,0.6723139,0.0002009192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005563177,0.0001384962,0.0005262539,0.0005746511,0.0001500844,0.0001839667,0.9831535,0.0008761033,0.008833709],"genre_scores_gemma":[0.02469383,0.0003467112,0.002848858,0.0007776595,0.0002930263,0.0007114121,0.9405578,0.0006781683,0.02909264],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.575077,"threshold_uncertainty_score":0.606101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472984646055571,"score_gpt":0.3317513048093872,"score_spread":0.3170214583488315,"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."}}