{"id":"W2019576994","doi":"10.1016/j.jvir.2007.02.034","title":"Awareness of Interventional Radiology among Patients Referred to the Interventional Radiology Department: A Survey of Patients in a Large Canadian Community Hospital","year":2007,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Lakeridge Health; University of Toronto","funders":"","keywords":"Medicine; Interventional radiology; Referral; Radiology; General surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005293543,0.000346006,0.0004809476,0.001537378,0.003440108,0.001587955,0.001424069,0.001236416,0.003165538],"category_scores_gemma":[0.002777585,0.000594133,0.0004712206,0.002391159,0.00119228,0.0006764821,0.0009048825,0.001307194,0.0003151156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010867,"about_ca_system_score_gemma":0.0129131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9125821,"about_ca_topic_score_gemma":0.9384996,"domain_scores_codex":[0.9987595,0.0000900229,0.00007094662,0.0001081287,0.0004327664,0.0005386472],"domain_scores_gemma":[0.9967811,0.0002444517,0.000667664,0.00004454803,0.0009755974,0.001286651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730252,0.000133655,0.9953545,0.0000209229,0.00001839728,0.0002221028,0.002302833,0.00002134855,0.0001986035,0.00002902271,0.0005004269,0.001160885],"study_design_scores_gemma":[0.000005325535,0.00006551049,0.9909183,0.00002060448,0.00001136435,0.0001787325,0.008336318,0.00009271196,0.0000236446,0.000008736864,0.0003269744,0.00001179789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976121,0.0001214283,0.00002857677,0.00037728,0.000007415528,0.00003582389,0.0003060128,0.000004237047,0.001507257],"genre_scores_gemma":[0.9988732,0.0001898446,0.00007175822,0.0003535914,0.00001001408,0.00001524069,0.0001810365,0.000003246806,0.0003020538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0874179,"threshold_uncertainty_score":0.1758654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899514972841962,"score_gpt":0.3289082565815201,"score_spread":0.2999131068531005,"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."}}