{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163395,0.001236188,0.001733356,0.00127088,0.0006230551,0.0015595,0.002789389,0.002462158,0.04856384],"category_scores_gemma":[0.01608823,0.0005554307,0.002938546,0.003181588,0.0002246416,0.0009732809,0.001638564,0.002089648,0.01800583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726764,"about_ca_system_score_gemma":0.002637148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04031987,"about_ca_topic_score_gemma":0.06920674,"domain_scores_codex":[0.9987012,0.0003103606,0.0002687041,0.0003023035,0.0001953028,0.0002221737],"domain_scores_gemma":[0.9938763,0.00222362,0.001383321,0.0006020531,0.001244372,0.0006702553],"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":[0.001667001,0.0001073573,0.01491525,0.002582277,0.0005364878,0.00003756638,0.00002919998,0.0005014903,0.00005986671,0.0005070299,0.9718164,0.007240137],"study_design_scores_gemma":[0.02923155,0.0009738795,0.2479282,0.01242271,0.004146042,0.00066591,0.0004764568,0.006508422,0.001080609,0.0074396,0.6887435,0.0003831839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007456827,0.0001879972,0.00005290492,0.0002799436,0.00003006682,0.00003006788,0.9979814,0.00005384074,0.000637927],"genre_scores_gemma":[0.005337414,0.0002458849,0.0003609956,0.0004716088,0.00004418811,0.0004706293,0.9921017,0.00003673511,0.0009308708],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04856384,"threshold_uncertainty_score":0.1624622,"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."}}