{"id":"W4243851491","doi":"10.1016/j.jvs.2017.06.082","title":"Reply","year":2017,"lang":"en","type":"letter","venue":"Journal of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Hemodialysis; Basilic Vein; Stage (stratigraphy); Surgery; Arteriovenous fistula; 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":[0.004729096,0.001067398,0.001908964,0.00135189,0.008990653,0.009572885,0.003131025,0.1133476,0.01694035],"category_scores_gemma":[0.04211069,0.001359356,0.001831452,0.0009990361,0.005048015,0.005458873,0.004719653,0.0678237,0.01570809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006773077,"about_ca_system_score_gemma":0.01213703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227527,"about_ca_topic_score_gemma":0.01573509,"domain_scores_codex":[0.9942845,0.001019238,0.0005980573,0.0007912536,0.001641499,0.00166542],"domain_scores_gemma":[0.9859694,0.005663771,0.001235943,0.000438983,0.003248919,0.003442994],"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":[0.00001817636,0.00001143201,0.000453858,0.00002974149,0.00001209473,0.001058527,0.0002179938,0.0000243936,0.00005914673,0.001520239,0.9943546,0.002239811],"study_design_scores_gemma":[0.00006383201,0.00003526443,0.00123823,0.0004028652,0.00004685043,0.001615731,0.001683012,0.0001799602,0.0001701447,0.006645337,0.9878204,0.000098275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002942255,0.0008288198,0.00004904655,0.9636824,0.03165394,0.00001347595,0.00005165791,0.00002388718,0.003402584],"genre_scores_gemma":[0.001393641,0.0003638694,0.00004267008,0.9739395,0.01639716,0.00002458911,0.00001754577,0.00001512038,0.007805961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1133476,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06413604284698954,"score_gpt":0.345236565217974,"score_spread":0.2811005223709844,"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."}}