{"id":"W2570429057","doi":"10.1111/hdi.12535","title":"Coronal mode ultrasound guided hemodialysis cannulation: A pilot randomized comparison with standard cannulation technique","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Coronal plane; Ultrasound; Hemodialysis access; Randomized controlled trial; Surgery; Radiology; Vascular access","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":[0.002146498,0.0009288958,0.002746591,0.0003773007,0.0004024271,0.0008131778,0.0008243616,0.001560263,0.005057786],"category_scores_gemma":[0.002306867,0.0006104742,0.001186823,0.0003826824,0.001225486,0.000949052,0.0005190052,0.001501281,0.0004566891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000566537,"about_ca_system_score_gemma":0.001111605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004979494,"about_ca_topic_score_gemma":0.0006665374,"domain_scores_codex":[0.9986016,0.00067534,0.0001202266,0.0003110505,0.0001238201,0.0001679175],"domain_scores_gemma":[0.9977059,0.0007806747,0.000519739,0.0001829404,0.0001925389,0.000618063],"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":[0.9519117,0.03733927,0.002057028,0.0002731837,0.0003617517,0.0000334387,0.00007847389,0.00009658559,0.001891289,0.00006034289,0.0001318511,0.005764995],"study_design_scores_gemma":[0.38728,0.6046763,0.006381366,0.00002366005,0.0004370277,0.00003495438,0.0000726486,0.000367614,0.0004178443,0.00006902616,0.0002259464,0.00001355408],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969603,0.00045455,0.000277192,0.0000703948,0.0001419602,0.001732875,0.00009970676,0.00001272178,0.0002502899],"genre_scores_gemma":[0.9937734,0.0004372917,0.001285695,0.0001970997,0.0002600545,0.003380846,0.0001342612,0.000004698128,0.0005267287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005057786,"threshold_uncertainty_score":0.01691997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265444026964872,"score_gpt":0.3909507182848068,"score_spread":0.338296278015158,"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."}}