{"id":"W3204933518","doi":"10.1016/j.jvs.2021.09.025","title":"Percutaneous arteriovenous fistula creation with the 4F WavelinQ EndoAVF System","year":2021,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Percutaneous; Surgery; Adverse effect; Arteriovenous fistula; Internal medicine","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":[0.001541972,0.0001558625,0.0006395274,0.0001096986,0.0006348873,0.00003791962,0.0001292209,0.0001196153,0.0002425268],"category_scores_gemma":[0.000155116,0.00009035772,0.0006653487,0.000254099,0.00004135949,0.00009524438,0.00003349524,0.0005410063,0.00004718503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811099,"about_ca_system_score_gemma":0.0008152606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006262317,"about_ca_topic_score_gemma":0.00008403396,"domain_scores_codex":[0.9975311,0.0005887243,0.000742194,0.0001584773,0.0005800289,0.0003994442],"domain_scores_gemma":[0.9972113,0.0009537009,0.0006429693,0.0003744442,0.0006658899,0.0001517066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00447487,0.005713949,0.2810986,0.009380708,0.02304321,0.09733919,0.1435191,0.005624546,0.07342296,0.003261661,0.2170588,0.1360624],"study_design_scores_gemma":[0.004965973,0.001019858,0.130607,0.008765801,0.006739226,0.04593152,0.1150127,0.002015254,0.002216694,0.0001825998,0.6804456,0.002097817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914162,0.002304504,0.002292858,0.00193168,0.000925717,0.0001985028,0.000009390805,0.00002523099,0.0008959249],"genre_scores_gemma":[0.9971727,0.0007769172,0.0002265307,0.0005273117,0.0008131452,0.000005450931,0.00001139519,0.00003156424,0.0004349706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4633868,"threshold_uncertainty_score":0.4883104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337653375706623,"score_gpt":0.2852188533731154,"score_spread":0.2618423196160492,"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."}}