{"id":"W3178943637","doi":"10.1111/hdi.12962","title":"Multiple single cannulation technique of arteriovenous fistula: A randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Surgery; Clinical endpoint; Randomized controlled trial; Dialysis; Fistula; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005373562,0.001156356,0.004076891,0.0005513116,0.0005114909,0.001559531,0.0008907638,0.002601107,0.005867725],"category_scores_gemma":[0.007353825,0.0005690031,0.002548978,0.0007220381,0.001365808,0.001362741,0.0005090961,0.001884882,0.0004427932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007401599,"about_ca_system_score_gemma":0.001881282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006571415,"about_ca_topic_score_gemma":0.0009575635,"domain_scores_codex":[0.996494,0.002230553,0.0003602103,0.0004815996,0.0002065208,0.0002270876],"domain_scores_gemma":[0.9943826,0.002919084,0.001516591,0.0002923361,0.0002821774,0.0006072625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9786038,0.005339959,0.001282864,0.002412373,0.001753506,0.00003873246,0.00005204953,0.0001495535,0.0003440056,0.000132945,0.0003463051,0.009543912],"study_design_scores_gemma":[0.9591026,0.03692125,0.001364413,0.0003011301,0.00135505,0.00002837682,0.00002587082,0.0003216559,0.000110063,0.0001549317,0.0003022606,0.00001224722],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621596,0.02135487,0.001458881,0.001504628,0.0013299,0.00970763,0.0007689762,0.0000900934,0.001625269],"genre_scores_gemma":[0.9711032,0.007036586,0.004027185,0.001141811,0.001107723,0.01385016,0.0003978412,0.00001157745,0.001323843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005867725,"threshold_uncertainty_score":0.02841848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877172061579183,"score_gpt":0.3283216658663835,"score_spread":0.2995499452505917,"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."}}