{"id":"W4412014275","doi":"10.37923/phle.2025.23.1.29","title":"Duplicated and Incompetent Accessory Great Saphenous Veins: Single-Center Outcomes of Hybrid EVLA with Minimal-Incision Ligation","year":2025,"lang":"en","type":"article","venue":"Annals of Phlebology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Saphenous veins; Ligation; Surgery; Anatomy; Vein","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007824465,0.0004073783,0.0008664849,0.000391182,0.0003046554,0.0009046643,0.0003367513,0.000404108,0.001132725],"category_scores_gemma":[0.000694287,0.000218379,0.0007786445,0.0003436143,0.0004570479,0.0006962194,0.0005700513,0.0004627405,0.0002208048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080008,"about_ca_system_score_gemma":0.0002417098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069824,"about_ca_topic_score_gemma":0.0005148801,"domain_scores_codex":[0.9995147,0.0001336994,0.00004521452,0.0001336575,0.0000594705,0.0001133817],"domain_scores_gemma":[0.9994162,0.00007805768,0.0001620885,0.00008994276,0.00003013881,0.0002236442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07091606,0.02960327,0.6869717,0.0003467072,0.002106159,0.002915022,0.0008055755,0.002698104,0.01856178,0.0003053744,0.0009802539,0.18379],"study_design_scores_gemma":[0.008159447,0.2290167,0.740385,0.0001439413,0.00100092,0.00824968,0.001720325,0.004959241,0.004574005,0.0002996903,0.001344796,0.0001463248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995238,0.0001046087,0.0001865759,0.000006191867,0.000006057565,0.00002501319,0.00002392441,0.00000377072,0.0001201154],"genre_scores_gemma":[0.9994685,0.00005839919,0.0002122659,0.00002016446,0.00001879877,0.00003632893,0.0001031527,0.000002317711,0.00008010499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001132725,"threshold_uncertainty_score":0.004137993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07781227423531595,"score_gpt":0.3899941986616806,"score_spread":0.3121819244263646,"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."}}