{"id":"W2153166438","doi":"10.1016/j.jvir.2014.03.011","title":"Imagine IR Symposium: An Approach to Increasing IR Awareness and Understanding among Medical Students","year":2014,"lang":"en","type":"letter","venue":"Journal of Vascular and Interventional Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Interventional radiology; Scopus; Radiology; MEDLINE; Medical education","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":[0.003541982,0.0002642089,0.0009338441,0.0004873301,0.0001331441,0.00008756193,0.0003033814,0.00067665,0.00007768307],"category_scores_gemma":[0.0004886865,0.0002079237,0.0003492346,0.00008317771,0.0002928189,0.0002579742,0.00009932165,0.001591041,0.000001600504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186681,"about_ca_system_score_gemma":0.0001861772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000606,"about_ca_topic_score_gemma":0.000003777179,"domain_scores_codex":[0.9969409,0.0008681484,0.0007950253,0.000375229,0.0007329719,0.0002877496],"domain_scores_gemma":[0.9983768,0.0003148025,0.000561607,0.0001949993,0.0001823067,0.0003694852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001447,0.001223812,0.5412499,0.001727576,0.005941743,0.001005771,0.0008942978,0.00004530778,0.000218746,0.0008594831,0.4448691,0.0009628813],"study_design_scores_gemma":[0.008111333,0.006035654,0.6720107,0.003655889,0.003911512,0.1281844,0.001059133,0.002167042,0.000008243725,0.001710308,0.1722263,0.0009195668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7779208,0.002638424,0.02417999,0.193534,0.001067551,0.0002852262,0.000004699284,0.00001255538,0.000356798],"genre_scores_gemma":[0.873291,0.00149781,0.00200783,0.1141458,0.008494521,0.00001570867,0.0003233269,0.00006778569,0.0001562208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726429,"threshold_uncertainty_score":0.8478883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0490391043834677,"score_gpt":0.3570460130096182,"score_spread":0.3080069086261505,"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."}}