{"id":"W4407590739","doi":"10.1177/20543581251318442","title":"Cultivating Innovative, Pragmatic, Randomized Controlled Registry Trials Embedded in Hemodialysis Care: Conference Proceeding From Gardener’s Grove 2023","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kidney Foundation of Canada; Queen's University; Population Health Research Institute; Victoria Hospital; University of Manitoba; Canadian Society of Nephrology; HalTech; Dalhousie University; Humber River Regional Hospital; Ottawa Hospital; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; University of Ottawa; Western University; University of Toronto; St Joseph's Health Care; McMaster University; Grand River Hospital; Seven Oaks General Hospital; London Health Sciences Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Randomized controlled trial; Hemodialysis; Clinical trial; Quality of life (healthcare); Dialysis; Health care; Family medicine; Intensive care medicine; Medical education; Nursing; Internal 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":[0.1348352,0.001817622,0.001666886,0.001457344,0.004171367,0.01174958,0.003750577,0.009394987,0.03975171],"category_scores_gemma":[0.160446,0.001131698,0.002491356,0.001241209,0.003365483,0.006998717,0.01035458,0.01959835,0.007069533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007195174,"about_ca_system_score_gemma":0.01848272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003686455,"about_ca_topic_score_gemma":0.008188747,"domain_scores_codex":[0.934621,0.04909279,0.00197394,0.003557571,0.00768807,0.003066528],"domain_scores_gemma":[0.8182679,0.1231107,0.004652407,0.004167152,0.02255285,0.02724908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005428614,0.0001677097,0.00008900438,0.0008610729,0.00008191839,0.0003007014,0.00124293,0.0004632242,0.0005935485,0.003308845,0.9554718,0.03687659],"study_design_scores_gemma":[0.0006761934,0.0003720928,0.0005843286,0.002013947,0.00005767246,0.0001677885,0.001113915,0.0005597261,0.0004873459,0.008108867,0.9856914,0.0001667001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007615631,0.03926134,0.02144336,0.6581233,0.2216788,0.005246543,0.001165414,0.0008234259,0.04464222],"genre_scores_gemma":[0.07498161,0.04524183,0.09861817,0.3748752,0.1596638,0.02445869,0.002459295,0.003180769,0.2165207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1348352,"threshold_uncertainty_score":0.7130852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210605553043528,"score_gpt":0.3178680964906754,"score_spread":0.2968075411863226,"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."}}