{"id":"W2171129671","doi":"10.1111/j.1525-139x.2005.18301.x","title":"<i>Editorials</i>: Will Peritoneal Dialysis be Left Behind?","year":2005,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001300622,0.001298423,0.006717629,0.002113024,0.0001581904,0.0001856543,0.0007933257,0.0009777913,0.002034161],"category_scores_gemma":[0.000655363,0.001036137,0.004503306,0.001268426,0.0002350267,0.0002341455,0.0005124811,0.0009886255,0.0003097551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008598291,"about_ca_system_score_gemma":0.0005349101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643635,"about_ca_topic_score_gemma":0.0004096413,"domain_scores_codex":[0.9926956,0.0005937077,0.002323276,0.001661473,0.001687468,0.001038516],"domain_scores_gemma":[0.9959515,0.0004942465,0.0008504825,0.001901894,0.0001648442,0.0006370492],"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":[0.0000468789,0.0008700324,0.0001020731,0.006204477,0.0028239,0.0004356074,0.0004706799,0.00001880559,0.000002328853,0.00002220354,0.04281167,0.9461914],"study_design_scores_gemma":[0.0007030062,0.00009498486,0.00001763462,0.01126404,0.03102933,0.00002091791,0.0001066609,0.00002191173,0.000004005343,0.00001833151,0.9558058,0.0009133848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005158432,0.9867624,0.00001161816,0.0005927157,0.003404954,0.001460947,0.0002177136,0.0001316521,0.007366389],"genre_scores_gemma":[0.000055341,0.9733073,0.0005156055,0.000361005,0.01577372,0.000359669,0.002082343,0.0002124051,0.007332603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9452779,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290909670544994,"score_gpt":0.3279307196852379,"score_spread":0.305021622979788,"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."}}