{"id":"W2056677557","doi":"10.1053/j.ajkd.2014.06.028","title":"In Reply to ‘Buttonhole Cannulation: The Jury is Still Out’","year":2014,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Arteriovenous fistula; Surgery; Fistula; Dry needling; Alternative medicine; Pathology","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":[0.006980084,0.001182947,0.002358959,0.00138226,0.01295106,0.00927347,0.003925351,0.161531,0.01286747],"category_scores_gemma":[0.05615283,0.00223235,0.002094683,0.001201548,0.005546357,0.006804705,0.003507005,0.09906407,0.007488154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007322425,"about_ca_system_score_gemma":0.01427242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01750669,"about_ca_topic_score_gemma":0.03166533,"domain_scores_codex":[0.9903081,0.002035635,0.001271239,0.001444337,0.00208705,0.00285367],"domain_scores_gemma":[0.9829743,0.008732729,0.001383597,0.0003783331,0.002767619,0.003763452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005539031,0.00003366215,0.0007930055,0.00004453415,0.00002449401,0.002018052,0.0004041103,0.00004379298,0.0001280993,0.002358652,0.991596,0.002500176],"study_design_scores_gemma":[0.0001597349,0.0001453171,0.003908842,0.0009313982,0.0001176323,0.002580155,0.003601205,0.0005929001,0.0004552226,0.0127957,0.9744012,0.0003107171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003825491,0.0004017372,0.00007208531,0.9834955,0.01323196,0.00001171063,0.00004134362,0.0000252342,0.002337983],"genre_scores_gemma":[0.001998806,0.000195013,0.00008003395,0.9827574,0.01045212,0.00002288118,0.00001411114,0.00001701874,0.00446265],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.161531,"threshold_uncertainty_score":0.05312818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569632065679016,"score_gpt":0.3499931677314162,"score_spread":0.324296847074626,"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."}}