{"id":"W4255701253","doi":"10.21203/rs.3.rs-190783/v1","title":"Screening for Symptoms of Anxiety and Depression in Patients treated with renal replacement therapy Utility of the Edmonton Symptom Assessment System- Revised","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University Health Network","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Intensive care medicine; Renal replacement therapy; Psychiatry; Psychotherapist; Clinical psychology; Psychology","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":[0.001087936,0.0002889217,0.0003051888,0.000900005,0.0002372219,0.0004541826,0.000299312,0.0002254585,0.002448806],"category_scores_gemma":[0.00377121,0.000161049,0.0003334383,0.0005554082,0.0001173176,0.0002547289,0.0003540308,0.0004817092,0.0002505429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000522353,"about_ca_system_score_gemma":0.0009555653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02223737,"about_ca_topic_score_gemma":0.03443082,"domain_scores_codex":[0.9995964,0.0001854362,0.0000303348,0.00004117876,0.0000976815,0.00004890192],"domain_scores_gemma":[0.9992266,0.0003384606,0.0001125645,0.00003218887,0.0001771745,0.0001130493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002525027,0.0001969408,0.9698902,0.00002914666,0.0001007302,0.00006191091,0.0001717738,0.0001454381,0.0003167619,0.0001316389,0.004616499,0.02408637],"study_design_scores_gemma":[0.00002679009,0.00006103059,0.9985827,0.00001266484,0.00002676514,0.00005102527,0.0001003262,0.0003691374,0.00005283643,0.00008523199,0.0006278051,0.000003647368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895921,0.0007412616,0.0002708854,0.0007578714,0.00005632677,0.00007834747,0.002077081,0.00002286853,0.006403392],"genre_scores_gemma":[0.9917675,0.0005367155,0.001531195,0.0001920747,0.00005344824,0.0000571837,0.002416566,0.000008251634,0.00343713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223737,"threshold_uncertainty_score":0.04421586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616915162960566,"score_gpt":0.3611873349614027,"score_spread":0.325018183331797,"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."}}