{"id":"W1966220216","doi":"10.1097/sle.0b013e3181dc35be","title":"Thoracoscopic Transpleural Azygos Vein Cannulation as Vascular Access for Hemodialysis","year":2010,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-François d'Assise; Université Laval","funders":"","keywords":"Medicine; Azygos vein; Thoracotomy; Retractor; Surgery; Superior vena cava; Thoracoscopy; Femoral vein; Hemodialysis; Subclavian vein; Vein; Jugular vein; Radiology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001094171,0.0006988166,0.001298191,0.0003804087,0.001650328,0.0001624271,0.0009728677,0.001006799,0.00409776],"category_scores_gemma":[0.0002567383,0.0006201272,0.0008660046,0.0005856463,0.0002705976,0.0005611129,0.0001627352,0.00164397,0.0001667676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140452,"about_ca_system_score_gemma":0.0005156897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327923,"about_ca_topic_score_gemma":0.001444771,"domain_scores_codex":[0.9947156,0.0004828325,0.00127054,0.001152224,0.0007264148,0.001652417],"domain_scores_gemma":[0.9963878,0.001090755,0.0003932625,0.001078376,0.0004589274,0.0005908165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001185521,0.0005440508,0.0036799,0.0005010169,0.000262866,0.0002475722,0.001924852,0.00001719788,0.9744826,0.005309891,0.002654474,0.00919009],"study_design_scores_gemma":[0.0004198553,0.001052856,0.00008698234,0.0003478393,0.0009971448,0.000232013,0.0003128095,0.00117149,0.6615006,0.007552535,0.3247002,0.00162559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800656,0.0001650719,0.0005367029,0.0007720554,0.001164872,0.003837719,0.0003003712,0.001380224,0.01177741],"genre_scores_gemma":[0.9753892,0.0006108864,0.01801958,0.0008893581,0.001286518,0.001454285,0.0005021916,0.0001875873,0.001660367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220458,"threshold_uncertainty_score":0.9996494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269853136831351,"score_gpt":0.3984953721009926,"score_spread":0.3715100584178574,"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."}}