{"id":"W2012500508","doi":"10.1159/000067869","title":"ADEMEX and HEMO Trials: Where Are We Going?","year":2003,"lang":"en","type":"article","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Peritoneal dialysis; Medicine; Dialysis; Clinical trial; Intensive care medicine; Urology; Creatinine; Renal function; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0006432248,0.00009117211,0.0002596646,0.00007551655,0.00005062027,0.00003503292,0.00003285168,0.00005181426,0.0001730277],"category_scores_gemma":[0.0002471516,0.00006909959,0.00008621008,0.0001380342,0.00002233908,0.00004150308,0.000008174587,0.00005579788,0.00006936581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009765829,"about_ca_system_score_gemma":0.00002345353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002468518,"about_ca_topic_score_gemma":0.00000366628,"domain_scores_codex":[0.9990881,0.0001390604,0.0002736032,0.0002180672,0.0001723282,0.0001088533],"domain_scores_gemma":[0.9994109,0.00004425455,0.000149525,0.0002391277,0.00004769198,0.0001085009],"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":[0.001084806,0.009127584,0.135085,0.004970453,0.00433282,0.0002047952,0.001987257,0.00003994883,0.04782695,0.1284003,0.3592036,0.3077365],"study_design_scores_gemma":[0.00412638,0.0001815621,0.05257011,0.0003500039,0.00283771,0.00001756319,0.0005817018,0.0001269115,0.007859468,0.001009322,0.930097,0.0002422751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6265787,0.1186514,0.003080542,0.05948557,0.0007893394,0.004763108,0.00005223988,0.0004654002,0.1861337],"genre_scores_gemma":[0.987204,0.004691611,0.00111927,0.000322446,0.0001575356,0.00006284514,0.00002719514,0.00001627097,0.006398805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708933,"threshold_uncertainty_score":0.2817799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416647731590206,"score_gpt":0.2978767553798124,"score_spread":0.2537102780639103,"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."}}