{"id":"W2035293198","doi":"10.5301/jva.5000351","title":"Promises for the Future: Minimally Invasive Fistula Creation","year":2015,"lang":"en","type":"review","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fistula; Medicine; Percutaneous; Stenosis; Surgery; Thrombosis; Hemodialysis; Vascular access; Arteriovenous fistula; Radiology","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":[0.001151329,0.0005173997,0.000769169,0.001534122,0.0003807815,0.001518222,0.0007392231,0.001779826,0.004462013],"category_scores_gemma":[0.001649899,0.0001741512,0.0006539412,0.001003114,0.001177784,0.003201538,0.0006889032,0.002995202,0.00136683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613872,"about_ca_system_score_gemma":0.001119806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006308994,"about_ca_topic_score_gemma":0.0009919093,"domain_scores_codex":[0.9996786,0.00007089174,0.00004122447,0.00004474524,0.0001331977,0.00003133241],"domain_scores_gemma":[0.9985939,0.0008596089,0.000146443,0.00003969541,0.0002470695,0.0001133975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005769218,0.00008398928,0.0003737347,0.01455222,0.0000563081,0.0004519261,0.0001760512,0.000253759,0.001044673,0.01600789,0.04109963,0.9258422],"study_design_scores_gemma":[0.00001202692,0.00009815061,0.0008173841,0.006266608,0.00005954509,0.004873388,0.0002383099,0.0001123055,0.0003396418,0.01036423,0.9767925,0.00002591878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009752966,0.9970495,0.0001812489,0.001500252,0.0003323212,0.000001548015,0.00000450795,0.000007735038,0.0008253662],"genre_scores_gemma":[0.001530519,0.9960963,0.0003562048,0.0007418255,0.0007209365,0.000004213866,0.00001118527,0.00000238866,0.0005364806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004462013,"threshold_uncertainty_score":0.01492691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325097251027541,"score_gpt":0.4548267150259452,"score_spread":0.3223169899231911,"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."}}