{"id":"W30963244","doi":"10.1007/978-1-4614-8803-3_18","title":"Central Vein Stenosis","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Hemodialysis; Stenosis; Percutaneous; Arteriovenous fistula; Fistula; Surgery; Population; Vein; Stent; Angioplasty; Cardiology","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":[0.0001229188,0.0004843578,0.0003207016,0.001243521,0.0007153156,0.0006545475,0.0003126051,0.0008438632,0.03394091],"category_scores_gemma":[0.0005401851,0.0001252216,0.0004052725,0.0007083187,0.0007573658,0.0006662754,0.0006803896,0.001698798,0.007890853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302695,"about_ca_system_score_gemma":0.0009086244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513411,"about_ca_topic_score_gemma":0.003066315,"domain_scores_codex":[0.9998851,0.000009470399,0.000005956824,0.00002080562,0.00004910595,0.00002953851],"domain_scores_gemma":[0.9998906,0.00002660653,0.00001104696,0.000010344,0.00002589864,0.00003556854],"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":[0.00006958219,0.000204572,0.001225785,0.0003906625,0.00002297152,0.03345664,0.0005003204,0.00026731,0.003584474,0.0581922,0.3554898,0.5465957],"study_design_scores_gemma":[0.00002441793,0.00007582852,0.001822295,0.0004912732,0.00001726483,0.1129446,0.00014206,0.0001973864,0.0008302559,0.01323237,0.8702029,0.00001945707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01376988,0.0668159,0.006576746,0.009285558,0.007132924,0.00008081844,0.0001707873,0.0004139891,0.8957534],"genre_scores_gemma":[0.1001405,0.04508356,0.003907697,0.00904722,0.004870663,0.00005089631,0.0003055428,0.0001431832,0.8364508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03394091,"threshold_uncertainty_score":0.1135437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05405371643002861,"score_gpt":0.3231562562112242,"score_spread":0.2691025397811956,"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."}}