{"id":"W2618202829","doi":"10.1093/ndt/gfx122","title":"MO047INTERNATIONAL DIFFERENCES IN TIME FROM ARTERIOVENOUS FISTULA (AVF) CREATION UNTIL BECOMING CATHETER-FREE AMONG HD PATIENTS USING A CATHETER AT TIME OF AVF CREATION: RESULTS FROM THE DOPPS","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Catheter; Arteriovenous fistula; Fistula; Surgery; Internal medicine","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":[0.0008758156,0.0001801133,0.000265867,0.001279236,0.0003706402,0.0007349426,0.0004355841,0.0003336329,0.0029658],"category_scores_gemma":[0.003860304,0.0001514413,0.0008868166,0.001658763,0.0002055297,0.0005544805,0.0008232151,0.0004356027,0.0003200211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005655874,"about_ca_system_score_gemma":0.0006819915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500704,"about_ca_topic_score_gemma":0.01197675,"domain_scores_codex":[0.9993161,0.0001115917,0.0001516565,0.0001376411,0.0001357436,0.0001472952],"domain_scores_gemma":[0.9953663,0.0005800399,0.00285017,0.0001369165,0.0005007271,0.0005658703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006593731,0.00001479242,0.998668,0.00001690743,0.00004393478,0.00001506553,0.0001184347,0.00001690235,0.00004589888,0.00001025921,0.0001325759,0.0008513557],"study_design_scores_gemma":[0.000002435777,0.00004051699,0.999458,0.000008890392,0.00001794994,0.00004266452,0.0002159047,0.00003516577,0.00002425528,0.000005448433,0.0001469498,0.000001814376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952706,0.0001961309,0.00009341171,0.00007515999,0.000006290955,0.00001617547,0.003545302,0.000004433097,0.0007925417],"genre_scores_gemma":[0.9974443,0.00007956831,0.0001054847,0.00002628272,0.000007860791,0.00003242293,0.002066924,0.000002714519,0.0002344867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500704,"threshold_uncertainty_score":0.0298394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030787321835524,"score_gpt":0.2999906289133852,"score_spread":0.2692033070778612,"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."}}