{"id":"W2002559957","doi":"10.1038/ki.2013.406","title":"The perils of clinical trials","year":2014,"lang":"en","type":"letter","venue":"Kidney International","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Glycemic; Diabetes mellitus; Renal function; Medicine; Kidney disease; Internal medicine; Endocrinology; Type 2 diabetes; Placebo; Population; Hemoglobin; Urology; Pathology","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":[],"category_scores_codex":[0.1058902,0.002002585,0.00668457,0.003663732,0.007600861,0.02206694,0.009041505,0.1723624,0.01943778],"category_scores_gemma":[0.3669836,0.002304011,0.005947719,0.003774994,0.02929993,0.02283856,0.008669455,0.1175758,0.01383605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111856,"about_ca_system_score_gemma":0.01784886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152437,"about_ca_topic_score_gemma":0.007222181,"domain_scores_codex":[0.8693749,0.07248532,0.01503226,0.009348528,0.0292677,0.004491381],"domain_scores_gemma":[0.5187493,0.3863331,0.02020498,0.01313792,0.03003333,0.03154138],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002216097,0.00006540646,0.0004567581,0.0003338094,0.0001472377,0.0006728883,0.0001300351,0.0001016155,0.00008771252,0.016502,0.9647607,0.01652004],"study_design_scores_gemma":[0.0009656306,0.0001565902,0.0006606907,0.002586335,0.0001365436,0.0007958984,0.0003383193,0.0004908614,0.0001016707,0.1078644,0.8857396,0.0001634409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007800313,0.004593119,0.0001796595,0.9787921,0.01398475,0.00001690265,0.00003642,0.00002179664,0.00229708],"genre_scores_gemma":[0.001392194,0.00143691,0.0004885663,0.9530076,0.04226898,0.00007505759,0.00003042279,0.00002303811,0.001277168],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8941098,"threshold_uncertainty_score":0.5600076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142327287081655,"score_gpt":0.4422700678655915,"score_spread":0.2999427807839364,"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."}}