{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189967,0.0009393865,0.0005895801,0.001315884,0.002050681,0.0008580429,0.0004626106,0.002512045,0.005486685],"category_scores_gemma":[0.001509613,0.0003719203,0.0004951594,0.0007662183,0.0009006187,0.00112344,0.000523582,0.001870144,0.000722564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007659201,"about_ca_system_score_gemma":0.0008501124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821187,"about_ca_topic_score_gemma":0.002623444,"domain_scores_codex":[0.9997473,0.00002457258,0.0000184176,0.000066661,0.00002990225,0.0001129982],"domain_scores_gemma":[0.9993362,0.0001626198,0.0001068454,0.0000381113,0.00004471408,0.0003115567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005431866,0.00008551476,0.01110072,0.00003303812,0.00001540567,0.9840972,0.00007070267,0.00009032796,0.0005453534,0.0004099364,0.000658575,0.002838909],"study_design_scores_gemma":[0.00002081703,0.00009475697,0.00749702,0.00001688587,0.00001008459,0.9909445,0.00005995999,0.0001158496,0.0001224532,0.0002305997,0.0008780612,0.000008990745],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332942,0.008190489,0.003838669,0.007837,0.0009723282,0.0002201767,0.001032971,0.0003675814,0.04424661],"genre_scores_gemma":[0.9927226,0.001557964,0.0006150301,0.001411616,0.0005869226,0.00002251765,0.0001880291,0.0000141146,0.002881133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005486685,"threshold_uncertainty_score":0.01835483,"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."}}