{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002624822,0.0004305909,0.001259828,0.0004552498,0.00007273204,0.0001216736,0.0002302847,0.000282057,0.0007627355],"category_scores_gemma":[0.002805437,0.0003139284,0.0004647744,0.0002417001,0.000132945,0.0001755902,0.0002533558,0.0003677775,0.0002513124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507588,"about_ca_system_score_gemma":0.001449863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005900371,"about_ca_topic_score_gemma":0.000002145411,"domain_scores_codex":[0.9971921,0.00008628334,0.001128181,0.0007058987,0.0005665394,0.0003210264],"domain_scores_gemma":[0.9974037,0.0002291357,0.000423438,0.0003986169,0.000225224,0.001319904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006855747,0.0001329263,0.00139206,0.00189096,0.0004013226,0.00001079529,0.00006735602,7.594524e-8,0.000003622358,0.0002158706,0.1089282,0.88695],"study_design_scores_gemma":[0.0005935044,0.000164326,0.0004804909,0.004734794,0.0006853164,0.00001851577,0.00002782509,0.00002832122,0.000006698258,0.00007891424,0.9928666,0.0003146529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000630022,0.9852077,0.0000270821,0.004809855,0.002379016,0.0009381112,0.0007398153,0.0001041355,0.005164229],"genre_scores_gemma":[0.000149559,0.9835948,0.002520216,0.007028606,0.0007259078,0.0002843581,0.002318343,0.00007321929,0.003304959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8866354,"threshold_uncertainty_score":0.9999313,"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."}}