{"id":"W7132864448","doi":"","title":"The impact of patient, physician and centre factors on successful treatment with peritoneal dialysis in individuals with end-stage kidney disease in Ontario: A population-based retrospective cohort study","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Nephrology; Retrospective cohort study; Hemodialysis; Kidney disease; Dialysis; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596056,0.0002305447,0.0003193372,0.0006066212,0.001218624,0.0007717652,0.0006460355,0.0003998188,0.001240136],"category_scores_gemma":[0.002001679,0.0003977083,0.0005128522,0.001658696,0.0003957693,0.0003522132,0.0005222955,0.0004924559,0.0001859803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00546304,"about_ca_system_score_gemma":0.004845053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.777834,"about_ca_topic_score_gemma":0.8274791,"domain_scores_codex":[0.9993673,0.0000786953,0.00004680103,0.0001159441,0.0002034023,0.0001879139],"domain_scores_gemma":[0.9985066,0.000109466,0.0005865851,0.0001228433,0.0003457078,0.0003287853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002496924,0.00001560068,0.9992319,0.000003865208,0.00001861377,0.0000284919,0.0001923105,0.000009881372,0.00004186764,0.000006498916,0.0001241197,0.0003019016],"study_design_scores_gemma":[0.000003340195,0.00001420737,0.9996552,0.000002867059,0.000008943497,0.00002334688,0.0001288158,0.00003441411,0.000005656398,0.00000310989,0.0001183254,0.000001641858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978635,0.0001713422,0.00003911906,0.0001009293,0.000004305824,0.0000215991,0.001200825,0.00000286334,0.0005954603],"genre_scores_gemma":[0.9987507,0.0001521795,0.00005142863,0.00003640275,0.000006008302,0.00001448995,0.0006406683,0.000001809281,0.0003463916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222166,"threshold_uncertainty_score":0.4469487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008169888543048892,"score_gpt":0.3019249067089695,"score_spread":0.2937550181659206,"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."}}