{"id":"W2467797757","doi":"10.1111/hdi.12446","title":"Predialysis volume overload and patient‐reported sleep duration and quality in patients receiving hemodialysis","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Confidence interval; Sleep apnea; Internal medicine; Logistic regression; Sleep (system call); Intravascular volume status; Extracellular fluid; Cardiology; Blood pressure","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":[0.0006118725,0.0001568091,0.0002159799,0.0004290904,0.0002075052,0.0003720816,0.0002442496,0.0002594304,0.001138344],"category_scores_gemma":[0.00223241,0.000113537,0.0003485891,0.0006158239,0.0001660182,0.000278194,0.0003297837,0.0003719896,0.00008412077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961449,"about_ca_system_score_gemma":0.0002015323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795314,"about_ca_topic_score_gemma":0.004023936,"domain_scores_codex":[0.9996862,0.00009430545,0.00006601776,0.00005176114,0.00006607673,0.00003561677],"domain_scores_gemma":[0.9975572,0.0004238433,0.001510569,0.00008869621,0.0001705647,0.0002490745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004575414,0.00001153136,0.9992348,0.000009812088,0.00004348077,0.000009606846,0.00002419495,0.00002668652,0.00004798492,0.000002729017,0.00002854464,0.0005148703],"study_design_scores_gemma":[0.000002579637,0.00003619777,0.9997281,0.000003914052,0.0000104639,0.00004281139,0.0000298642,0.00009237379,0.00001427179,0.000005292728,0.00003294726,0.000001179041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989324,0.0004682539,0.00006320552,0.00005069589,0.000004856533,0.000003946749,0.0003080651,0.000003076226,0.000165417],"genre_scores_gemma":[0.9996448,0.00008125936,0.00004210682,0.00001701117,0.000006795106,0.000003169144,0.0001702949,5.400011e-7,0.00003407408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003795314,"threshold_uncertainty_score":0.007546484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138250712323259,"score_gpt":0.2579750871061693,"score_spread":0.2441500158738434,"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."}}