{"id":"W2902482061","doi":"10.1097/mnh.0000000000000460","title":"Leveraging pragmatic clinical trial design to advance phosphate management in end-stage renal disease","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Nephrology & Hypertension","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; McMaster University; Population Health Research Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"End stage renal disease; Clinical trial; Stage (stratigraphy); Medicine; Phosphate; Intensive care medicine; Disease; Clinical study design; Computer science; Internal medicine; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04504789,0.001250249,0.006947301,0.001822466,0.000355095,0.003171119,0.002397689,0.004085481,0.004321958],"category_scores_gemma":[0.1257308,0.0005245531,0.004126866,0.001755711,0.001133167,0.002475624,0.00132302,0.004257485,0.0004605369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509137,"about_ca_system_score_gemma":0.006686884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006970616,"about_ca_topic_score_gemma":0.001498603,"domain_scores_codex":[0.969376,0.02317912,0.004104134,0.0008618149,0.00222003,0.000258889],"domain_scores_gemma":[0.8242984,0.1641621,0.005645967,0.001647155,0.003555017,0.0006913247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001568637,0.0001205304,0.0004881276,0.4949375,0.008235323,0.0001358473,0.0001486571,0.001009739,0.0003206047,0.009450201,0.01491232,0.4686725],"study_design_scores_gemma":[0.00714573,0.001655161,0.003856467,0.5910112,0.03708114,0.0007943286,0.0002531381,0.002155798,0.000829646,0.03714944,0.3179078,0.0001601242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002414831,0.9929068,0.001461409,0.002715011,0.001134281,0.0007403671,0.00006414809,0.00002124023,0.0007152375],"genre_scores_gemma":[0.01194627,0.9684225,0.008776038,0.00621944,0.001712615,0.002513349,0.000110553,0.00002204968,0.0002771283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04504789,"threshold_uncertainty_score":0.2382389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2257429520951237,"score_gpt":0.4553867101672983,"score_spread":0.2296437580721747,"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."}}