{"id":"W3148537351","doi":"10.1177/20543581211003764","title":"Starting Dialysis on Time, At Home on the Right Therapy (START): Description of an Intervention to Increase the Safe and Effective Use of Peritoneal Dialysis","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute of Health Economics; Alberta Health Services; University of Alberta; University of Calgary","funders":"University of Calgary; Alberta Health Services","keywords":"Medicine; Peritoneal dialysis; Intervention (counseling); Dialysis; Nephrology; Home dialysis; Intensive care medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006899717,0.0009350075,0.0005997444,0.0008972218,0.002693745,0.001682389,0.002377477,0.001804217,0.003870035],"category_scores_gemma":[0.007415625,0.0003617849,0.001400437,0.000968005,0.001541668,0.00102065,0.003053982,0.002473339,0.0003036463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01321706,"about_ca_system_score_gemma":0.07075797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0829007,"about_ca_topic_score_gemma":0.2213058,"domain_scores_codex":[0.9927171,0.003897696,0.0004667928,0.0004759768,0.001217409,0.001225009],"domain_scores_gemma":[0.9939139,0.001516756,0.0006739375,0.0002212146,0.0006615683,0.003012538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.003413824,0.03087047,0.03442868,0.01546705,0.0005463829,0.001833513,0.01272277,0.008089306,0.003685669,0.01064305,0.03840845,0.8398908],"study_design_scores_gemma":[0.02656169,0.07577803,0.4005855,0.01820461,0.003311856,0.002695063,0.02702966,0.01326018,0.01235379,0.0144176,0.4051198,0.000682239],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6051601,0.0094179,0.05662162,0.08810982,0.00221347,0.1622046,0.004295754,0.001737245,0.0702395],"genre_scores_gemma":[0.6226751,0.007609645,0.2741633,0.01748477,0.0005855507,0.06604754,0.001886627,0.0001001974,0.009447309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0829007,"threshold_uncertainty_score":0.1648363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773237362162559,"score_gpt":0.2606195617169141,"score_spread":0.2428871880952885,"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."}}