{"id":"W2018594705","doi":"10.5301/jva.5000035","title":"Evaluation of Central Vein Sizes in Patients with Autogenous Hemodialysis Fistulas","year":2012,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hemodialysis; Vein; Medicine; Surgery","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":[0.0003585475,0.0002148593,0.0002494056,0.0009062704,0.0001594463,0.0003413824,0.000167043,0.0002340117,0.001412746],"category_scores_gemma":[0.002685042,0.0001529857,0.0001436326,0.0004041968,0.0002807268,0.0005026135,0.0002107387,0.0002364934,0.000181135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117257,"about_ca_system_score_gemma":0.0001224706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002324449,"about_ca_topic_score_gemma":0.0002950418,"domain_scores_codex":[0.9997817,0.00004185905,0.00003109342,0.00006080021,0.00005611417,0.00002842144],"domain_scores_gemma":[0.9972155,0.0008322211,0.001418898,0.0001063069,0.0001704319,0.00025652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007243963,0.000009408361,0.9948206,0.00001451001,0.0000103259,0.0007071347,0.00006569156,0.00003958469,0.0008990428,0.00001179217,0.00003661206,0.003312727],"study_design_scores_gemma":[0.000004864576,0.0001822535,0.9843379,0.00001569562,0.0000163785,0.01414739,0.000216931,0.0001780555,0.0006286287,0.00002327975,0.0002436966,0.000004901126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991241,0.0003973774,0.0001622264,0.000009589563,0.000002680179,0.000002914227,0.00005099017,0.000005590135,0.0002444953],"genre_scores_gemma":[0.9996996,0.00008456566,0.0001218974,0.000005423773,0.000007048062,0.000002441187,0.00004569221,0.000001214082,0.00003218901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001412746,"threshold_uncertainty_score":0.004726112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357835796023286,"score_gpt":0.3623211728766782,"score_spread":0.3087428149164453,"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."}}