{"id":"W2024498792","doi":"10.5301/jva.2010.101","title":"Ultrahigh-Pressure Angioplasty versus the Peripheral Cutting Balloon<sup>™</sup> for Treatment of Stenoses in Autogenous Fistulas: Comparison of Immediate Results","year":2010,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Balloon; Cutting balloon; Peripheral; Angioplasty; Medicine; High pressure; Radiology; Surgery; Internal medicine; Stent; Restenosis; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189111,0.0002080561,0.0008433386,0.0001165442,0.0004556285,0.0000206676,0.0007826384,0.0001653832,0.00005800427],"category_scores_gemma":[0.0003354475,0.0001077773,0.0005671098,0.000230483,0.0001333561,0.0001648012,0.00008227116,0.0004605711,0.000001204167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009225844,"about_ca_system_score_gemma":0.0002759311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178668,"about_ca_topic_score_gemma":0.001139807,"domain_scores_codex":[0.9970144,0.0005751915,0.001358799,0.000149319,0.0004461292,0.0004561846],"domain_scores_gemma":[0.9958863,0.001799283,0.001337897,0.0004974383,0.0003834999,0.00009560731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.03268334,0.007209396,0.226027,0.001452599,0.009500176,0.00003106716,0.4957163,0.1611006,0.0252296,0.0003386586,0.003384141,0.03732712],"study_design_scores_gemma":[0.132343,0.01672891,0.477708,0.002251662,0.01850051,0.00007167102,0.1296993,0.08523254,0.03633277,0.0007620265,0.09839317,0.001976471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956275,0.001807809,0.0002078507,0.0006117798,0.0006637145,0.0008479005,0.0001115407,0.000007432927,0.0001145297],"genre_scores_gemma":[0.9984384,0.0006847911,0.0002721656,0.00003312563,0.0004678907,0.00001847424,0.00001227898,0.00002560386,0.00004724425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3660171,"threshold_uncertainty_score":0.4395032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06360807796442465,"score_gpt":0.3924978404142891,"score_spread":0.3288897624498645,"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."}}