{"id":"W1974421985","doi":"10.1111/j.1492-7535.2005.1121c.x","title":"Efficacy of percutaneous angioplasty in non‐maturing Brescia‐Cimino fistulas","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cephalic vein; Stenosis; Percutaneous; Anastomosis; Angioplasty; Surgery; Vein; Occlusion; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001180895,0.0001339725,0.0002891188,0.0003020834,0.00002044284,0.0000133256,0.0001708912,0.0000793182,0.0009856913],"category_scores_gemma":[0.0001951018,0.0001320933,0.0002218115,0.0001986392,0.00005899287,0.00009458255,0.00005748261,0.0001551194,0.00006667289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068822,"about_ca_system_score_gemma":0.00004913156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000954155,"about_ca_topic_score_gemma":0.0001790811,"domain_scores_codex":[0.9987267,0.00001980417,0.0003859006,0.000252399,0.0004285502,0.0001866037],"domain_scores_gemma":[0.9994485,0.00007856374,0.00009391186,0.0002006584,0.00010977,0.0000685864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004948868,0.005680612,0.4207182,0.0002331758,0.00190866,0.0009576022,0.007900965,0.04905576,0.2024727,0.0007503494,0.007445117,0.297928],"study_design_scores_gemma":[0.007896103,0.0001556766,0.8990198,0.0002948485,0.0002001632,0.000816349,0.0002502395,0.058426,0.02072005,0.00005778784,0.01167461,0.000488383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887982,0.00007624942,0.0001550963,0.001416765,0.0001445812,0.0001389991,0.00001268332,0.00002611986,0.00923131],"genre_scores_gemma":[0.9957186,0.00002322576,0.002516494,0.0003735984,0.0002516899,0.00000803716,0.00007467064,0.00001757392,0.001016107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4783016,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096502151672308,"score_gpt":0.27357405777743,"score_spread":0.262609036260707,"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."}}