{"id":"W2156301107","doi":"10.1111/j.1542-4758.2006.00091.x","title":"Evaluation of primary failure in native AV‐fistulae (early fistula failure)","year":2006,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Thrombosis; Dialysis; Surgery; Fistula; Cardiology; Internal medicine","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":[0.001598026,0.0004525667,0.0004894375,0.002421424,0.0005013379,0.0006374676,0.0004611139,0.000486711,0.002258162],"category_scores_gemma":[0.003925834,0.0001731978,0.0006032047,0.0006857942,0.0006042831,0.0008352892,0.0006327638,0.0003934334,0.0003543306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296725,"about_ca_system_score_gemma":0.000444413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206928,"about_ca_topic_score_gemma":0.001947289,"domain_scores_codex":[0.9991691,0.000192971,0.0001419899,0.00008468134,0.0001553847,0.0002557914],"domain_scores_gemma":[0.9961139,0.0006927408,0.001398281,0.00008556863,0.0008084569,0.0009011616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001596472,0.00009179028,0.99042,0.00006621761,0.00001927978,0.002209628,0.0005022682,0.00007864585,0.0007555635,0.0000226408,0.0001518592,0.005522472],"study_design_scores_gemma":[0.000005690565,0.0008266732,0.9890126,0.00004189556,0.00003215422,0.00692652,0.001487029,0.0003250718,0.0007587224,0.00003420508,0.0005308146,0.00001867272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978467,0.0004433706,0.0004463324,0.00003228596,0.000009754172,0.00004771101,0.0001045332,0.00001247531,0.001056789],"genre_scores_gemma":[0.9993703,0.0001272276,0.0002246628,0.00001404777,0.000008989151,0.0000136728,0.00006112791,0.000001812045,0.0001781918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002421424,"threshold_uncertainty_score":0.008451283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731377691172955,"score_gpt":0.3408045758165497,"score_spread":0.3034907989048201,"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."}}