{"id":"W4403371634","doi":"10.1111/hdi.13183","title":"Features associated with arteriovenous fistula patency. A meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Arteriovenous fistula; Surgery; Confidence interval; Fistula; Forearm; Odds ratio; Complication; 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":[0.009847094,0.001856922,0.009416631,0.004576809,0.0005742555,0.003044782,0.001402607,0.001652173,0.003637271],"category_scores_gemma":[0.01895331,0.001024339,0.03782987,0.006176094,0.000499328,0.001058709,0.0009511975,0.001524473,0.0003117524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105471,"about_ca_system_score_gemma":0.001412859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198889,"about_ca_topic_score_gemma":0.00568246,"domain_scores_codex":[0.9943159,0.002449413,0.001370923,0.00101536,0.0005947211,0.0002537133],"domain_scores_gemma":[0.9841737,0.01148283,0.002729311,0.0006831518,0.0007063645,0.0002246392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003602736,0.00003689528,0.02870977,0.08759854,0.8675047,0.0001771065,0.0000540951,0.0007316676,0.0003865072,0.0001235142,0.0006342614,0.01044031],"study_design_scores_gemma":[0.0004870924,0.0002585755,0.02034094,0.005585613,0.9707198,0.0001786943,0.00002759241,0.0002752454,0.000160116,0.0002550617,0.001684914,0.0000263132],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0211876,0.9752324,0.0009184576,0.0002538823,0.0002180754,0.0001276619,0.00156427,0.00004285658,0.000454833],"genre_scores_gemma":[0.5297544,0.4624973,0.002917585,0.00096037,0.0004358133,0.0006071482,0.00224549,0.00007411577,0.0005077255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009847094,"threshold_uncertainty_score":0.052077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133569304664375,"score_gpt":0.4094593484736104,"score_spread":0.2961024180071729,"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."}}