{"id":"W4285820851","doi":"10.1177/20543581221113387","title":"Assisted Peritoneal Dialysis Implementation: A Pilot Program From a Large Dialysis Unit in Quebec","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Peritoneal dialysis; Hazard ratio; Dialysis; Hemodialysis; Internal medicine; Incidence (geometry); Confidence interval; Retrospective cohort study; Cohort; Cohort study; Renal replacement therapy; Surgery; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009837671,0.0003436366,0.0002909437,0.0003505443,0.001883128,0.0009470712,0.001132464,0.0005182234,0.00151972],"category_scores_gemma":[0.001875002,0.0002610541,0.0004040973,0.000829675,0.0006514566,0.0004577121,0.001065648,0.0006752402,0.0001584459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02586556,"about_ca_system_score_gemma":0.03761719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9643875,"about_ca_topic_score_gemma":0.977702,"domain_scores_codex":[0.9991234,0.0001611251,0.00003728341,0.0001192639,0.0001771317,0.0003817879],"domain_scores_gemma":[0.9958594,0.0004013746,0.0005730977,0.0001391253,0.001217971,0.001808987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004227927,0.001233302,0.9730843,0.0001106485,0.00006975546,0.0007232164,0.002109923,0.0003966576,0.001331714,0.00009635925,0.002039705,0.01838166],"study_design_scores_gemma":[0.0001154526,0.0005228083,0.9956419,0.00003811587,0.00001702142,0.0000943618,0.001709283,0.0008133739,0.0001131531,0.00001193667,0.0009090155,0.00001357018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980763,0.00008559906,0.0001232134,0.0002643785,0.000008004328,0.0002111106,0.0006441412,0.00001308295,0.0005741683],"genre_scores_gemma":[0.997637,0.0001431635,0.0004475095,0.0003874294,0.00001097298,0.0001272148,0.0005504942,0.000003810102,0.0006923522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03561252,"threshold_uncertainty_score":0.1876687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254017776217232,"score_gpt":0.3224999571645688,"score_spread":0.2970981795428456,"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."}}