{"id":"W2217689415","doi":"10.1148/radiol.2015150991","title":"Elastic Recoil after Balloon Angioplasty in Hemodialysis Accesses: Does It Actually Occur and Is It Clinically Relevant?","year":2015,"lang":"en","type":"article","venue":"Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Elastic recoil; Balloon; Stenosis; Angioplasty; Hemodialysis; Radiology; Proportional hazards model; Surgery; Internal medicine","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":[0.0047965,0.0003463705,0.0005038122,0.0009493907,0.0002656383,0.0009791451,0.0005207321,0.0008644896,0.0008511944],"category_scores_gemma":[0.02029821,0.0002863581,0.0003558329,0.0008541543,0.001547598,0.001129455,0.0004792383,0.0006017476,0.0002145939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615325,"about_ca_system_score_gemma":0.0004872188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003260439,"about_ca_topic_score_gemma":0.0005542503,"domain_scores_codex":[0.9977167,0.001173208,0.000257185,0.0002480657,0.0003889972,0.0002159112],"domain_scores_gemma":[0.9741793,0.01189253,0.01181102,0.0007768748,0.0006519983,0.0006883324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227315,0.0001616529,0.9839581,0.0001396196,0.00005489759,0.0007054165,0.0001186873,0.00009179101,0.0008061959,0.000130348,0.00006575698,0.01254017],"study_design_scores_gemma":[0.00004284653,0.002595491,0.9904438,0.00007167079,0.0001077173,0.00471464,0.000273973,0.0005047489,0.0006348166,0.0001566547,0.0004368229,0.00001685597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932593,0.005432872,0.0005507607,0.0001467965,0.00002194463,0.00002783002,0.0000335156,0.000006876375,0.0005201433],"genre_scores_gemma":[0.998813,0.0006932245,0.0002621402,0.00003860805,0.0001034623,0.00001020817,0.00003096061,0.000002325632,0.00004600008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0047965,"threshold_uncertainty_score":0.02536666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565271314274873,"score_gpt":0.3772076742482026,"score_spread":0.3206805428207153,"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."}}