{"id":"W2176616064","doi":"10.2215/cjn.06370615","title":"Lessons Learned from EVOLVE for Planning of Future Randomized Trials in Patients on Dialysis","year":2015,"lang":"en","type":"review","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"Amgen","keywords":"Medicine; Cinacalcet; Randomized controlled trial; Randomization; Clinical endpoint; Clinical trial; Population; Adverse effect; Intensive care medicine; Secondary hyperparathyroidism; Dialysis; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2423905,0.002156382,0.00912271,0.003184502,0.0009492253,0.01064568,0.007128215,0.01309294,0.007600631],"category_scores_gemma":[0.3148875,0.0015633,0.007000195,0.003574379,0.004140032,0.01890991,0.002904362,0.02011438,0.003282429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00523489,"about_ca_system_score_gemma":0.02579448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459797,"about_ca_topic_score_gemma":0.004305255,"domain_scores_codex":[0.8950562,0.07654013,0.01503669,0.003404093,0.008977339,0.0009855557],"domain_scores_gemma":[0.5214087,0.4178209,0.01344022,0.01314824,0.02925701,0.004924989],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007843269,0.00025213,0.0005149391,0.05794724,0.00109635,0.0003071579,0.000633804,0.001578642,0.0003153659,0.04629084,0.1087839,0.7814954],"study_design_scores_gemma":[0.003320316,0.0007523681,0.001225158,0.1850841,0.001760323,0.0004845097,0.0005608764,0.002009323,0.0003513519,0.1535177,0.6507377,0.0001963856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003430127,0.8334472,0.01365927,0.1386188,0.009246173,0.00150919,0.0003589275,0.0003628182,0.002454605],"genre_scores_gemma":[0.009445107,0.6790125,0.1939958,0.09404683,0.01256102,0.007989272,0.0005240472,0.0002993575,0.00212605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7576095,"threshold_uncertainty_score":0.9342674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2895330339209434,"score_gpt":0.502171959649353,"score_spread":0.2126389257284096,"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."}}