{"id":"W4226024174","doi":"10.1016/j.jaccas.2021.11.022","title":"Iatrogenic Arteriovenous Fistula","year":2022,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Arteriovenous fistula; Presentation (obstetrics); Surgery; 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007369106,0.0001414633,0.0003096411,0.00009555629,0.00229431,0.00001026755,0.00005482832,0.00006822108,0.006600814],"category_scores_gemma":[0.0000469415,0.0001401586,0.0003736242,0.0002329434,0.00001963489,0.00004771749,0.0002618248,0.0005371978,0.00008900541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004383623,"about_ca_system_score_gemma":0.0003268425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180508,"about_ca_topic_score_gemma":0.000303169,"domain_scores_codex":[0.997784,0.0002725481,0.0006715016,0.0003791021,0.0003195618,0.0005732772],"domain_scores_gemma":[0.9986355,0.00009236042,0.0004115904,0.000629139,0.00005404982,0.0001773152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001219102,0.0009269051,0.04682301,0.0001733276,0.0003742851,0.815461,0.01664693,0.0001660478,0.001190285,0.000389687,0.1058173,0.01190936],"study_design_scores_gemma":[0.0006249807,0.0002449903,0.002817336,0.00001693854,0.0002840873,0.2371919,0.005765817,0.0001346423,0.0000303413,0.001004451,0.7514289,0.0004555373],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889556,0.0004680561,0.00004290669,0.0004589488,0.001534693,0.0006223231,0.00004651433,0.0001415198,0.00772944],"genre_scores_gemma":[0.994023,0.0000168705,0.00009396251,0.001103957,0.0003399713,0.0003335958,0.00006112711,0.00003551045,0.00399205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456116,"threshold_uncertainty_score":0.9990045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257070172273373,"score_gpt":0.340471103329576,"score_spread":0.3079004016068422,"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."}}