{"id":"W4248099267","doi":"10.1093/ndtplus/sfq137","title":"Monday, June 28, 2010: Free Communications","year":2010,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001402952,0.0001863478,0.0004862941,0.0001062431,0.000327889,0.00008760299,0.0008988812,0.000290999,0.003449968],"category_scores_gemma":[0.01211665,0.0001476041,0.0005555361,0.0001786251,0.0006188549,0.0001664579,0.0003710676,0.002792052,0.0006508429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591421,"about_ca_system_score_gemma":0.001959324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000802186,"about_ca_topic_score_gemma":0.000008078226,"domain_scores_codex":[0.9978071,0.0001486114,0.001009371,0.0002531216,0.0003664846,0.0004153248],"domain_scores_gemma":[0.993046,0.0006246092,0.0002915822,0.002234061,0.0003275177,0.003476218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000840426,0.0006641485,0.1076293,0.00002021272,0.0001514842,0.00004741526,0.0000478446,4.677251e-8,0.001705439,0.0004053169,0.8832389,0.006005902],"study_design_scores_gemma":[0.006458516,0.0002680192,0.1270272,0.0001704384,0.0004313306,0.000411544,0.00004269372,0.0002540948,0.0002310355,0.006175695,0.8583043,0.0002251145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5865459,0.002643145,0.0002870683,0.3514242,0.01482566,0.0006558474,0.0002520203,0.0003008179,0.04306537],"genre_scores_gemma":[0.8991544,0.004209807,0.02224769,0.04917154,0.008339374,0.00002609457,0.000211414,0.0001183507,0.01652139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126084,"threshold_uncertainty_score":0.9995086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354018303243525,"score_gpt":0.3852357550239072,"score_spread":0.331695571991472,"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."}}