{"id":"W2139692159","doi":"10.1111/sdi.12185","title":"Fistula Eligibility: A Work in Progress","year":2014,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; London Health Sciences Centre","funders":"","keywords":"Medicine; Fistula; Hemodialysis; Arteriovenous fistula; Intensive care medicine; Central venous catheter; Vascular access; Radiological weapon; Hemodialysis Catheter; Hemodialysis access; Catheter; Surgery","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":[0.0759608,0.002026221,0.004450321,0.005369558,0.005499538,0.01789726,0.00709993,0.01234801,0.01655803],"category_scores_gemma":[0.05153048,0.0008672391,0.003754627,0.005469983,0.01020169,0.02848949,0.009128668,0.01988629,0.00453053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006174912,"about_ca_system_score_gemma":0.04975261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009563585,"about_ca_topic_score_gemma":0.008796158,"domain_scores_codex":[0.9803529,0.007919704,0.00336178,0.00201901,0.004028635,0.002317911],"domain_scores_gemma":[0.8139619,0.09208197,0.007327477,0.008951446,0.0559336,0.02174353],"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":[0.0002249389,0.0009379017,0.007282524,0.00751179,0.0001420556,0.0006189988,0.002008906,0.0007829753,0.0007413563,0.02104707,0.1135644,0.8451371],"study_design_scores_gemma":[0.0001359013,0.0009925163,0.01307652,0.05000243,0.0004826025,0.002428501,0.01861421,0.002077114,0.001444686,0.06295295,0.847319,0.0004735931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007112026,0.3871997,0.02299195,0.5440942,0.02432921,0.0006573554,0.0004717802,0.0006155263,0.01252824],"genre_scores_gemma":[0.07303654,0.6470128,0.1385319,0.1001058,0.03074523,0.001355169,0.002876465,0.0004471597,0.005888924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0759608,"threshold_uncertainty_score":0.4017239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239582458549602,"score_gpt":0.3657950890590765,"score_spread":0.3418368432041163,"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."}}