{"id":"W2071710262","doi":"10.1016/j.acra.2012.03.009","title":"Awareness and Level of Knowledge of Interventional Radiology among Medical Students at a Canadian Institution","year":2012,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Medical school; Perception; Family medicine; Medical education; Interventional radiology; Psychology; Radiology","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":[0.001094866,0.0002727294,0.000413901,0.00219469,0.004389024,0.002198048,0.001304587,0.0009985403,0.004029702],"category_scores_gemma":[0.005061062,0.0005151613,0.0006417102,0.002415055,0.001477263,0.0007917722,0.001109817,0.001759948,0.0004348989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01792422,"about_ca_system_score_gemma":0.03157874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9346539,"about_ca_topic_score_gemma":0.9589435,"domain_scores_codex":[0.9981527,0.000113564,0.0000983527,0.0001311432,0.0006846943,0.0008195695],"domain_scores_gemma":[0.992218,0.0005920333,0.00125087,0.0001024464,0.002647342,0.003189339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004122586,0.0002374589,0.9889997,0.00002566891,0.00001803842,0.0001561662,0.006757841,0.00004008411,0.0002448537,0.00008692504,0.0005602785,0.002831883],"study_design_scores_gemma":[0.000004371395,0.00009615548,0.9826216,0.0000399524,0.00001421131,0.0001397283,0.01581792,0.0001521191,0.00007330214,0.0000223984,0.0009942364,0.00002400515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968786,0.0001043803,0.00002700922,0.0004221876,0.000008133876,0.00002088567,0.0001735886,0.000004530285,0.002360652],"genre_scores_gemma":[0.9986112,0.0001519504,0.00007617695,0.0001861228,0.000007060117,0.000007721273,0.0001051314,0.00000250563,0.0008521618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06534606,"threshold_uncertainty_score":0.1314617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059627696544236,"score_gpt":0.4181405157890495,"score_spread":0.3121777461346258,"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."}}