{"id":"W2741987629","doi":"10.1111/hdi.12581","title":"Plasma cell neoplasm as a risk factor for early thrombosis of arteriovenous fistula","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thrombosis; Internal medicine; Plasma cell neoplasm; Arteriovenous fistula; Risk factor; Odds ratio; Cardiology; Retrospective cohort study; Radiology; Surgery; Pathology; Multiple myeloma; Plasmacytoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005468146,0.0001758877,0.0002412995,0.0007322123,0.0002854504,0.0004991533,0.0002448068,0.0003264345,0.001824422],"category_scores_gemma":[0.00278734,0.0001423317,0.000277797,0.0006927414,0.0003502317,0.0004082044,0.0002793883,0.0004691457,0.0001494432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348945,"about_ca_system_score_gemma":0.0003337885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126676,"about_ca_topic_score_gemma":0.0004895425,"domain_scores_codex":[0.9995812,0.0001241756,0.00005605334,0.00008045382,0.00009352363,0.00006461958],"domain_scores_gemma":[0.9968964,0.0009291257,0.001568855,0.000118657,0.0001674007,0.0003195387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005147681,0.00001277047,0.9985496,0.000005542771,0.00001206903,0.0004483349,0.00001489185,0.00002128773,0.0001601002,0.00000979125,0.00001960834,0.0006944335],"study_design_scores_gemma":[0.00000833654,0.0002275172,0.9853317,0.0000170525,0.00004988924,0.01322733,0.0001519072,0.0004484947,0.0002553407,0.00004943042,0.0002268112,0.000006139094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989146,0.0005093873,0.0002155043,0.00003773484,0.000006643878,0.000004747993,0.00005466588,0.000003919152,0.0002528197],"genre_scores_gemma":[0.9996701,0.0001130494,0.0001181379,0.000009116801,0.0000170092,0.000002093451,0.0000408605,5.494769e-7,0.00002910449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001824422,"threshold_uncertainty_score":0.006103277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611533750051196,"score_gpt":0.3620519078116823,"score_spread":0.3159365703111704,"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."}}