{"id":"W3163116076","doi":"10.1177/08968608211012805","title":"Growing home dialysis: The Ontario Renal Network Home Dialysis Initiative 2012–2019","year":2021,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; Ontario Stroke Network; Trillium Health Centre; Humber River Regional Hospital; London Health Sciences Centre; St. Michael's Hospital; Western University","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Home dialysis; Home hemodialysis; Nephrology; Agency (philosophy); Intensive care medicine; Government (linguistics); Accountability; Emergency medicine; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.0008660286,0.0005120178,0.001058066,0.0004049469,0.0004575921,0.0004501559,0.0006313233,0.0001740681,0.007262798],"category_scores_gemma":[0.0002601402,0.0003808531,0.001681971,0.001274163,0.0002307384,0.0005961378,0.000580503,0.0005778047,0.0004102397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860329,"about_ca_system_score_gemma":0.0004675114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296396,"about_ca_topic_score_gemma":0.008187412,"domain_scores_codex":[0.9950929,0.0003855845,0.001048377,0.000982819,0.001794182,0.0006961475],"domain_scores_gemma":[0.9974194,0.0003383539,0.0003832233,0.0008998128,0.0005849663,0.0003742666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004481715,0.008530685,0.3889839,0.0003034342,0.1150826,0.00586012,0.02814007,0.03087164,0.01284589,0.02671963,0.256481,0.1216994],"study_design_scores_gemma":[0.005165902,0.0002187527,0.6082114,0.0004380037,0.01342537,0.00009517516,0.001474339,0.004731325,0.001419233,0.003653253,0.3595544,0.001612763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843457,0.003985699,0.004678377,0.02829889,0.006082663,0.0009087778,0.0002561353,0.0002803026,0.07116351],"genre_scores_gemma":[0.9686407,0.0006293303,0.001160128,0.004667053,0.004796194,0.0002187179,0.002291231,0.00007164913,0.01752494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2192275,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658810024269988,"score_gpt":0.2580954573950344,"score_spread":0.2415073571523345,"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."}}