{"id":"W2995015744","doi":"10.2215/cjn.11800919","title":"Making Assisted Peritoneal Dialysis a Reality in the United States","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Intensive care medicine; Internal medicine; Urology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009981818,0.0001132355,0.0001432097,0.0002671994,0.001307936,0.001779832,0.0004499485,0.001297155,0.005067241],"category_scores_gemma":[0.003033426,0.0001073805,0.0002279646,0.0005444657,0.0009338226,0.00145893,0.001676507,0.003116986,0.0003763816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003950845,"about_ca_system_score_gemma":0.01103508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1614579,"about_ca_topic_score_gemma":0.2977147,"domain_scores_codex":[0.9987614,0.0001704591,0.00007011231,0.0001063924,0.0005462787,0.0003453818],"domain_scores_gemma":[0.9977561,0.0001839636,0.0003199375,0.00003785812,0.0004580376,0.001244077],"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":[0.0003165033,0.0002686239,0.1176046,0.0006604055,0.00009564616,0.002497118,0.003106806,0.0008457327,0.002158189,0.05371366,0.5714356,0.2472971],"study_design_scores_gemma":[0.00006795445,0.0001362144,0.1660787,0.001347848,0.00005444512,0.001998257,0.007812396,0.0007444368,0.0004141408,0.01148382,0.8097792,0.00008259844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1411366,0.03720062,0.001503964,0.7429919,0.006401747,0.00002847558,0.002355136,0.0001702397,0.06821121],"genre_scores_gemma":[0.7989563,0.04677562,0.002179431,0.141247,0.003944123,0.00001947161,0.001383346,0.00004264554,0.005452191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1614579,"threshold_uncertainty_score":0.3210363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08270557327559538,"score_gpt":0.4068095505714522,"score_spread":0.3241039772958568,"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."}}