{"id":"W2071706734","doi":"10.1038/ki.2013.91","title":"Targets, trends, excesses, and deficiencies: refocusing clinical investigation to improve patient outcomes","year":2013,"lang":"en","type":"review","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Medicine; Observational study; Clinical trial; Intensive care medicine; Harm; Randomized controlled trial; Intervention (counseling); Disease; Nephrology; Clinical study design; MEDLINE; Internal medicine; Psychology; Biology","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":[0.007987473,0.001368031,0.004351576,0.003553302,0.0003733677,0.002818534,0.002216334,0.002225617,0.002288218],"category_scores_gemma":[0.0125419,0.0004778409,0.001499349,0.004318879,0.001015416,0.002946318,0.001691815,0.003712616,0.0007687477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929348,"about_ca_system_score_gemma":0.00707176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644036,"about_ca_topic_score_gemma":0.008786403,"domain_scores_codex":[0.9974718,0.000744589,0.0004840344,0.0002710416,0.0008659777,0.0001625498],"domain_scores_gemma":[0.991505,0.005415591,0.001229956,0.0001352995,0.00145312,0.0002610621],"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":[0.0001280945,0.00007784605,0.001698315,0.02399136,0.0006627461,0.0001085581,0.00008903917,0.0003984175,0.0002699498,0.004325994,0.02278431,0.9454654],"study_design_scores_gemma":[0.0002670964,0.0003251839,0.01169492,0.1140392,0.004456325,0.001899756,0.0008793726,0.001065592,0.0007820384,0.023516,0.8409199,0.0001546001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001376313,0.9970745,0.0002235351,0.002037589,0.0001932064,0.00000497767,0.0000213543,0.000008690315,0.0002984722],"genre_scores_gemma":[0.001979502,0.9956883,0.0007741603,0.001103154,0.0003086689,0.000009672224,0.00003182689,0.000003032705,0.0001016785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920125,"threshold_uncertainty_score":0.04224229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05714647819777365,"score_gpt":0.3818875326836711,"score_spread":0.3247410544858975,"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."}}