{"id":"W2169558520","doi":"10.1093/ndt/gfm433","title":"Clinical research of kidney diseases II: problems of study design","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Kidney disease; Kidney; Research design; Intensive care medicine; Internal medicine","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":[0.775063,0.003572101,0.0161212,0.009588572,0.005880618,0.01330448,0.01168222,0.01381986,0.009126586],"category_scores_gemma":[0.8310789,0.004141964,0.006010093,0.01417772,0.03025467,0.0110036,0.01153602,0.01241918,0.003750701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01721871,"about_ca_system_score_gemma":0.02134685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004346396,"about_ca_topic_score_gemma":0.004113653,"domain_scores_codex":[0.06005895,0.8193558,0.05800646,0.01753678,0.04397151,0.001070559],"domain_scores_gemma":[0.07164155,0.8501534,0.02133597,0.03729752,0.01795557,0.001616044],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009016273,0.0008775607,0.0123353,0.09375995,0.01143582,0.00108626,0.009912035,0.005378277,0.001089197,0.3059929,0.06635876,0.4827577],"study_design_scores_gemma":[0.008899352,0.003323016,0.01268571,0.1055513,0.005477234,0.002270039,0.002723429,0.0156715,0.001483213,0.6695008,0.1716378,0.0007766436],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008704058,0.1764383,0.5705791,0.10028,0.04702264,0.07541684,0.003734978,0.00112423,0.01669995],"genre_scores_gemma":[0.1267231,0.03140149,0.5102942,0.06276257,0.01945819,0.2438462,0.001023959,0.0008089436,0.003681359],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.224937,"threshold_uncertainty_score":0.2773874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07761272270745283,"score_gpt":0.3917347077722746,"score_spread":0.3141219850648218,"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."}}