{"id":"W4410062945","doi":"10.14740/wjnu1005","title":"Are Your Kidneys Ok? Detect Early to Protect Kidney Health","year":2025,"lang":"en","type":"article","venue":"World Journal of Nephrology and Urology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003970161,0.0004682176,0.0007419816,0.001535183,0.001817894,0.002935088,0.0007948724,0.00328468,0.02490723],"category_scores_gemma":[0.02139758,0.0002840805,0.0009364394,0.0005693837,0.001169587,0.003075294,0.002275717,0.004677066,0.008434776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449447,"about_ca_system_score_gemma":0.00598979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004131807,"about_ca_topic_score_gemma":0.006029789,"domain_scores_codex":[0.997333,0.000913874,0.0001676758,0.0001840305,0.0009046797,0.0004967602],"domain_scores_gemma":[0.9914559,0.001876961,0.001088971,0.0004057491,0.002279396,0.002893024],"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":[0.000219334,0.0009769194,0.07248709,0.000828813,0.0001082642,0.001063642,0.0009042721,0.0001829602,0.001871029,0.01423698,0.4255036,0.4816172],"study_design_scores_gemma":[0.0001527016,0.00108132,0.07825449,0.004687851,0.0003129939,0.005997119,0.004404091,0.0005172954,0.005814689,0.04478217,0.8538389,0.0001564749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04260721,0.04466926,0.01615185,0.7567948,0.01707096,0.0003552913,0.001691939,0.001221925,0.1194368],"genre_scores_gemma":[0.4751165,0.1041859,0.05179748,0.259737,0.01647652,0.000444572,0.002234803,0.0004128425,0.08959442],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02490723,"threshold_uncertainty_score":0.083323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288482458006835,"score_gpt":0.3132095651115029,"score_spread":0.2903247405314346,"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."}}