{"id":"W1510440384","doi":"10.1177/112972981001100101","title":"Central Venous Disease in Hemodialysis Patients: Prevalence, Etiology and Treatment","year":2010,"lang":"en","type":"review","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Angioplasty; Percutaneous; Hemodialysis; Balloon; Stenosis; Etiology; Surgery; Randomized controlled trial; Bare metal; Intensive care medicine; Stent; Cardiology; Internal medicine; Restenosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121356,0.0003920737,0.002113981,0.0003648593,0.0003693344,0.00003124543,0.0007817978,0.0003759046,0.0001845579],"category_scores_gemma":[0.0001968005,0.000206886,0.001007675,0.0003179238,0.0001149542,0.0001756968,0.0001958637,0.001337328,0.00001235752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889815,"about_ca_system_score_gemma":0.0008385009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001986967,"about_ca_topic_score_gemma":0.0002126819,"domain_scores_codex":[0.9952733,0.00212257,0.001390685,0.000243506,0.0003381132,0.0006318505],"domain_scores_gemma":[0.9967918,0.000666988,0.001480277,0.0005419358,0.0001757558,0.0003431763],"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":[0.0001495208,0.001182366,0.02124048,0.007129061,0.000957598,0.00003890842,0.002230155,0.00003183046,1.489239e-7,0.00001577756,0.0001436686,0.9668805],"study_design_scores_gemma":[0.001857136,0.0003325604,0.02637483,0.007019505,0.01201721,0.00001059531,0.00005487547,0.00001390313,1.147867e-7,0.0001155479,0.9518444,0.0003593447],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03887393,0.9588529,0.00002504412,0.00007771794,0.0007038426,0.001338815,0.00007522141,0.000006978391,0.00004551901],"genre_scores_gemma":[0.002460736,0.9966773,0.00001924727,0.0000714877,0.0005755399,0.00005097258,0.00003757807,0.0000430954,0.00006398158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9665211,"threshold_uncertainty_score":0.8436567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789324844918473,"score_gpt":0.3983270670240536,"score_spread":0.3404338185748689,"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."}}