{"id":"W3182463375","doi":"10.1177/08968608211029213","title":"Home-to-home dialysis transition: A 24-year single-centre experience","year":2021,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Home hemodialysis; Dialysis; Peritoneal dialysis; Home dialysis; Transplantation; Retrospective cohort study; Surgery; 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":[],"category_scores_codex":[0.0001499133,0.0002775638,0.0005552734,0.0004051335,0.0001278928,0.0002264453,0.0002705835,0.0000893523,0.007108554],"category_scores_gemma":[0.000164322,0.0002605573,0.0007266956,0.0009229387,0.00009059674,0.0001749997,0.000163535,0.00014725,0.000462216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636588,"about_ca_system_score_gemma":0.00009962841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003635816,"about_ca_topic_score_gemma":0.00006627221,"domain_scores_codex":[0.9970708,0.00009437572,0.0005536107,0.0007413444,0.001174737,0.0003650829],"domain_scores_gemma":[0.9985076,0.00005522457,0.0000961526,0.0004835089,0.0004086676,0.0004488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007059303,0.03382125,0.1559176,0.0009035123,0.02814417,0.01051932,0.09317012,0.008337508,0.3610829,0.01442862,0.08550636,0.2011093],"study_design_scores_gemma":[0.01640109,0.000771279,0.233353,0.001155417,0.008218938,0.0001915329,0.02064649,0.01571236,0.04631983,0.001089368,0.6521288,0.004011937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532485,0.0002270102,0.004572716,0.0196322,0.001867883,0.000336342,0.0001376638,0.0001491993,0.01982847],"genre_scores_gemma":[0.9873552,0.00007987242,0.002316001,0.002718126,0.00123227,0.00009457736,0.0007035779,0.00003692938,0.005463458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5666224,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746036848805194,"score_gpt":0.2648151042837791,"score_spread":0.2473547357957271,"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."}}