{"id":"W4285469797","doi":"10.37549/ar2738","title":"Incidental Renal Arteriovenous Malformation","year":2021,"lang":"en","type":"article","venue":"Applied Radiology","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; McMaster University","funders":"","keywords":"Arteriovenous malformation; Medicine; 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":[0.00003905464,0.00007488846,0.0001902131,0.00002858598,0.00005087312,0.000005629191,0.00002425407,0.00007492233,0.0002995346],"category_scores_gemma":[0.000005882291,0.00006417852,0.00007051751,0.00006234201,0.00003345438,0.00001975308,0.00002390443,0.00007023833,0.0002608947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004994629,"about_ca_system_score_gemma":0.0000463047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006576189,"about_ca_topic_score_gemma":0.000005746499,"domain_scores_codex":[0.9994934,0.00001406685,0.0001281339,0.0001436566,0.00006742073,0.000153362],"domain_scores_gemma":[0.9997123,0.00001067833,0.00002942135,0.0001726228,0.00001940116,0.00005551015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001369328,0.002114797,0.09071754,0.0002562867,0.003832883,0.008203598,0.003538358,0.0001086941,0.6194363,0.07742461,0.01387386,0.1791237],"study_design_scores_gemma":[0.01706888,0.001114967,0.7409788,0.00004955275,0.0008273055,0.05385589,0.001161637,0.0002551114,0.07515407,0.00311906,0.1057919,0.0006227964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698484,0.0002892375,0.0004452359,0.0002803395,0.0001044798,0.0001267787,0.000003305042,0.00003657745,0.02886567],"genre_scores_gemma":[0.9970993,0.00005597632,0.001168431,0.0008314469,0.0001203183,0.00002217075,0.0002815469,0.000009058151,0.0004117026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6502613,"threshold_uncertainty_score":0.335336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007239312640074466,"score_gpt":0.2271257968433228,"score_spread":0.2198864842032484,"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."}}