{"id":"W1634638170","doi":"10.1111/hdi.12219","title":"Change in skin perfusion pressure after the creation of upper limb arteriovenous fistula for maintenance hemodialysis access","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Perfusion; Blood pressure; Cardiology; Ultrasound; Blood flow; Internal medicine; Upper limb; Surgery; Radiology","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":[0.0002942047,0.000177942,0.0003853699,0.0004276206,0.0001851518,0.0003185029,0.0001294437,0.0002579944,0.0005517183],"category_scores_gemma":[0.001608742,0.0001040495,0.0002531578,0.0002731601,0.000198316,0.0002238953,0.0001632787,0.0005258173,0.00008575359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172153,"about_ca_system_score_gemma":0.0001316814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004452815,"about_ca_topic_score_gemma":0.0004558205,"domain_scores_codex":[0.9997149,0.00006921877,0.0000233496,0.00005687707,0.00007174312,0.00006382079],"domain_scores_gemma":[0.9987143,0.0003841913,0.0005076776,0.0000685678,0.0001124524,0.0002127463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002634255,0.0003893087,0.9538939,0.00005017356,0.0001363387,0.005229142,0.0003432251,0.000131058,0.0189392,0.00002508356,0.00007716149,0.01815117],"study_design_scores_gemma":[0.00001098275,0.001164304,0.9934463,0.000003789881,0.00003608308,0.00291524,0.00009435929,0.0002380745,0.001980702,0.00001072782,0.00009307009,0.000006302751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996157,0.000116753,0.0001089719,0.00000687104,0.000003736585,0.000004238146,0.00001175306,0.000003047328,0.0001288942],"genre_scores_gemma":[0.999817,0.00004106402,0.00004918209,0.000009144152,0.000008948118,0.000002597998,0.00002206978,6.73632e-7,0.00004930894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005517183,"threshold_uncertainty_score":0.001845717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081562483256154,"score_gpt":0.348323641386819,"score_spread":0.3175080165542575,"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."}}