{"id":"W2100293685","doi":"10.1093/ndt/gfq085","title":"Impact of contraindications, barriers to self-care and support on incident peritoneal dialysis utilization","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; HalTech; Health Sciences Centre; Western University; Research Manitoba; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Peritoneal dialysis; Dialysis; Incidence (geometry); Social support; Family support; Disease; Intensive care medicine; Emergency medicine; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002533964,0.0001955558,0.0004508352,0.0006163919,0.0001312921,0.00002269926,0.00008480057,0.0001599977,0.0006089726],"category_scores_gemma":[0.0001121035,0.0001618306,0.0002953519,0.0004361763,0.0001006855,0.00007840634,0.00001166793,0.000144906,0.00001983437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006220451,"about_ca_system_score_gemma":0.0002126126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009255907,"about_ca_topic_score_gemma":0.0002718326,"domain_scores_codex":[0.9985375,0.0001071849,0.0004239558,0.0003837552,0.0003283003,0.0002192698],"domain_scores_gemma":[0.9987848,0.00008716212,0.0001558717,0.0002995087,0.0001741766,0.0004985137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004008939,0.0009486937,0.810753,0.0005869045,0.003893805,0.00009831473,0.0324394,0.001416391,0.1008705,0.001822376,0.0006413836,0.0425203],"study_design_scores_gemma":[0.002077083,0.001026517,0.9895312,0.00001551026,0.003875624,0.00001366418,0.0002881961,0.0003510122,0.001836808,0.00002646113,0.0007929016,0.0001649858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966788,0.00003285179,0.000939423,0.0005059286,0.00007902488,0.0005922694,0.0001145074,0.00006013879,0.0009970893],"genre_scores_gemma":[0.9967087,0.0003912466,0.000574708,0.0009733383,0.00009649563,0.00008870396,0.001132846,0.00001830879,0.00001566062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1787782,"threshold_uncertainty_score":0.6667823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008491146890236657,"score_gpt":0.2849730679987433,"score_spread":0.2764819211085067,"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."}}