{"id":"W4385761561","doi":"10.1177/20543581231192748","title":"Five Things to Know About Incremental Peritoneal Dialysis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Medical Association","keywords":"Medicine; Peritoneal dialysis; Medical prescription; Dialysis; Intensive care medicine; Gynecology; Surgery; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009707321,0.0007107689,0.000871242,0.001324583,0.004550676,0.006688418,0.001969169,0.009727974,0.01239344],"category_scores_gemma":[0.04123563,0.0003679247,0.00121429,0.001024672,0.01095032,0.01687928,0.003801673,0.02649076,0.003216606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004797568,"about_ca_system_score_gemma":0.00840197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008761309,"about_ca_topic_score_gemma":0.0137757,"domain_scores_codex":[0.9896986,0.004730624,0.0007783297,0.0007801105,0.003226564,0.0007857564],"domain_scores_gemma":[0.9690984,0.01495181,0.001431629,0.001426058,0.007002462,0.006089649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001459977,0.0001697123,0.00267676,0.001214358,0.00008643983,0.0009065234,0.003237216,0.0002745751,0.0003322995,0.07210412,0.6752473,0.2436048],"study_design_scores_gemma":[0.00004571782,0.0001821415,0.001890526,0.004087304,0.00007387279,0.002513384,0.005385204,0.0002216231,0.0002845865,0.09339859,0.8918005,0.000116578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001388058,0.04544099,0.00223405,0.9140223,0.01947033,0.00002227934,0.00008296939,0.0001110223,0.01722789],"genre_scores_gemma":[0.06934763,0.09274985,0.007580862,0.7792209,0.03620344,0.00008469791,0.0001949689,0.0001743769,0.01444338],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01239344,"threshold_uncertainty_score":0.05133784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004968698753559,"score_gpt":0.2763728035906755,"score_spread":0.2663231166031399,"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."}}