{"id":"W3178844247","doi":"10.1111/hdi.12971","title":"Predialysis serum phosphate and intradialytic hypotension","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; American Society of Nephrology","keywords":"Medicine; Hemodialysis; Internal medicine; Quartile; Dialysis; Prospective cohort study; Cohort; Phosphate; Blood pressure; Confidence interval; Surgery; Gastroenterology","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":[0.002731017,0.0004547145,0.0005069504,0.0004039636,0.0001945362,0.0007333328,0.0004976407,0.0004857771,0.002621628],"category_scores_gemma":[0.007104433,0.0002969401,0.001135784,0.0005006073,0.0002715328,0.000363871,0.0005148626,0.0009955135,0.0001739777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078926,"about_ca_system_score_gemma":0.0006796657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002217118,"about_ca_topic_score_gemma":0.001161493,"domain_scores_codex":[0.998749,0.0006028904,0.0001031556,0.0002512823,0.0001958884,0.00009779043],"domain_scores_gemma":[0.9933936,0.003218642,0.002290093,0.0004154444,0.0002705022,0.0004117992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001811891,0.00006131007,0.9935412,0.00009515371,0.0007247558,0.000075314,0.00003582722,0.000163702,0.0001949495,0.00003731476,0.0001196733,0.003138984],"study_design_scores_gemma":[0.00005591615,0.0004763682,0.9973136,0.0000270983,0.0005444578,0.0003177224,0.00003934898,0.0006887851,0.0001594418,0.00009089072,0.0002807733,0.000005540706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943077,0.003549789,0.000779932,0.0002160342,0.0000433367,0.00001371376,0.0005598266,0.00002457851,0.0005050389],"genre_scores_gemma":[0.9989208,0.0003544155,0.0002779589,0.00003703462,0.00004238495,0.000007265074,0.0001822195,0.000003186896,0.0001748282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002731017,"threshold_uncertainty_score":0.01444316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193937593764142,"score_gpt":0.245071062605663,"score_spread":0.2331316866680216,"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."}}