{"id":"W4416323060","doi":"10.1186/isrctn84993375","title":"Patient self-management of blood pressure to improve outcomes for people with Immunoglobulin A (IgA) nephropathy","year":2025,"lang":"","type":"dataset","venue":"http://isrctn.com/","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Kidney Foundation of Canada","keywords":"Blood pressure; Nephropathy; Antibody; MEDLINE; Immune system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002119592,0.005730272,0.008112779,0.002407878,0.001270312,0.0008806682,0.006167054,0.001930436,0.0004238244],"category_scores_gemma":[0.0004929816,0.005308109,0.002523601,0.004555937,0.000519795,0.0008587194,0.00689235,0.002409891,0.001101089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007779437,"about_ca_system_score_gemma":0.001996382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562204,"about_ca_topic_score_gemma":0.0008800026,"domain_scores_codex":[0.9766514,0.001005341,0.006264669,0.006492329,0.004814096,0.004772123],"domain_scores_gemma":[0.9770287,0.001171361,0.005705322,0.01181327,0.002774408,0.001506903],"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":[0.01000522,0.01802989,0.001056858,0.03284915,0.05555449,0.0003666549,0.003179532,0.001381251,0.000816985,0.0008510496,0.8733417,0.0025672],"study_design_scores_gemma":[0.01982595,0.01197887,0.001357206,0.006262069,0.06794616,0.00004883384,0.002315019,0.001118952,0.002312785,0.00005653723,0.8813502,0.005427414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007035451,0.006701273,0.0005104375,0.0009172743,0.003338906,0.03289377,0.9473815,0.0008695503,0.0003518505],"genre_scores_gemma":[0.02940444,0.001653425,0.02382211,0.001501504,0.0004794706,0.01751602,0.9168382,0.001430048,0.007354784],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03054328,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004833659904012673,"score_gpt":0.2350024943795625,"score_spread":0.2301688344755499,"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."}}