{"id":"W1489197112","doi":"10.1111/cts.12003","title":"Patient Recruitment into a Multicenter Randomized Clinical Trial  for Kidney Disease: Report of the Focal Segmental Glomerulosclerosis Clinical Trial (FSGS CT)","year":2012,"lang":"en","type":"article","venue":"Clinical and Translational Science","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Clinical trial; Focal segmental glomerulosclerosis; Randomized controlled trial; Nephrology; Patient recruitment; Internal medicine; Intensive care medicine; Kidney disease; Proteinuria; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01784621,0.0001791697,0.0008826021,0.00005516351,0.0002946008,0.00002547466,0.0001788528,0.0002117106,0.00006112149],"category_scores_gemma":[0.00821328,0.00009826581,0.001184711,0.0002854432,0.009406631,0.0001662439,0.00009946705,0.0004598064,0.000002556295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002164825,"about_ca_system_score_gemma":0.001078958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001423556,"about_ca_topic_score_gemma":0.000003119689,"domain_scores_codex":[0.9939756,0.0007169044,0.003125844,0.0006116328,0.00122651,0.000343509],"domain_scores_gemma":[0.9938738,0.003578882,0.000647241,0.0003661251,0.0002611203,0.001272848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8435206,0.004321438,0.05593111,0.00007054633,0.0001704503,0.000003253399,0.0001577421,7.138e-7,0.0000272276,0.003184744,0.0003216713,0.09229045],"study_design_scores_gemma":[0.8269674,0.001302137,0.154003,0.00017873,0.0005880391,0.000008087353,0.00002328486,0.003019777,0.00002711872,0.002762264,0.01096409,0.0001561266],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535813,0.0003033387,0.002564567,0.02962808,0.006669167,0.007057527,0.00005712801,0.00002076956,0.0001180758],"genre_scores_gemma":[0.9923321,0.0001877085,0.003888536,0.001677021,0.001564159,0.0002169543,0.00006137154,0.00001065681,0.00006150273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0980719,"threshold_uncertainty_score":0.9932892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927160194494169,"score_gpt":0.4699313788147269,"score_spread":0.27721535936531,"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."}}