{"id":"W6889064716","doi":"10.25384/sage.16999512","title":"sj-pdf-1-cjk-10.1177_20543581211052731 – Supplemental material for Percutaneous Versus Surgical Insertion of Peritoneal Dialysis Catheters: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percutaneous; Peritoneal dialysis; Kidney disease; Dialysis; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004583218,0.0009816076,0.002148282,0.004784341,0.0003845946,0.002925061,0.001708846,0.002058181,0.7374272],"category_scores_gemma":[0.04582806,0.001066894,0.002676673,0.006910812,0.0002159958,0.002203455,0.001315686,0.001130093,0.1185046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238021,"about_ca_system_score_gemma":0.003827331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561964,"about_ca_topic_score_gemma":0.0114191,"domain_scores_codex":[0.9977918,0.0006819334,0.0005331152,0.0002122867,0.0006513912,0.000129556],"domain_scores_gemma":[0.9675047,0.02408345,0.003051908,0.0007411029,0.003990945,0.0006278811],"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":[0.001082349,0.00009373896,0.001646301,0.09912531,0.001801304,0.00009275358,0.00005096431,0.0002398884,0.0004124507,0.001347457,0.8528425,0.04126499],"study_design_scores_gemma":[0.01104913,0.0005346186,0.02397292,0.05106872,0.006132417,0.0005916278,0.000122375,0.001210719,0.000991118,0.007274908,0.8968728,0.0001786044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001498968,0.01434648,0.002198091,0.004526939,0.001898956,0.002400777,0.9522001,0.001698102,0.01923157],"genre_scores_gemma":[0.02765664,0.02611164,0.02162154,0.01016328,0.003937472,0.01596618,0.8095382,0.002147556,0.08285749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7374272,"threshold_uncertainty_score":0.3745282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08274493316541354,"score_gpt":0.3528287023041561,"score_spread":0.2700837691387425,"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."}}