{"id":"W2419577204","doi":"10.1056/nejmicm990557","title":"Acquired Arteriovenous Fistula","year":2004,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Arteriovenous fistula; Radiology","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":[0.0002931575,0.00009452003,0.0003387085,0.0001145688,0.00004483544,0.000005665081,0.00009792237,0.00003890133,0.0001844561],"category_scores_gemma":[0.0001993075,0.00005953172,0.00009877445,0.0001428406,0.00005814031,0.00004583874,0.00001032925,0.0001407216,0.00001302341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005102577,"about_ca_system_score_gemma":0.0002705306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004518207,"about_ca_topic_score_gemma":0.00001146144,"domain_scores_codex":[0.9990531,0.00001601567,0.0003662407,0.00008437747,0.0003454104,0.0001348591],"domain_scores_gemma":[0.9991363,0.00002812933,0.0001678425,0.0001833843,0.000179729,0.0003046122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003545637,0.00168472,0.007733532,0.0003872613,0.001730634,0.003892945,0.01337398,0.0008261153,0.152476,0.01351748,0.1105812,0.6902506],"study_design_scores_gemma":[0.2603335,0.01045039,0.09840077,0.002407003,0.001308741,0.1375426,0.0007089433,0.0000334157,0.002456815,0.02584884,0.4601655,0.0003434036],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336756,0.007464767,0.02071792,0.12965,0.0007349351,0.000258876,0.000001315276,0.00003873879,0.007457855],"genre_scores_gemma":[0.9918178,0.0003335204,0.001703838,0.001909541,0.003789568,8.491891e-7,0.0000039452,0.00001266341,0.0004282502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6899071,"threshold_uncertainty_score":0.2427633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811872712638244,"score_gpt":0.2751709272687189,"score_spread":0.2570522001423364,"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."}}