{"id":"W2929707572","doi":"10.7759/cureus.4381","title":"The Use of 3D Printed Vasculature for Simulation-based Medical Education Within Interventional Radiology","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Fluoroscopy; Presentation (obstetrics); Session (web analytics); Medical physics; 3d printed; Interventional radiology; Radiology; Medical education; Computer science; Biomedical engineering","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":[0.001808453,0.000401442,0.0002723981,0.0005599041,0.0002296663,0.0008096081,0.0005614496,0.0004274696,0.002406516],"category_scores_gemma":[0.005473309,0.0002458596,0.0004584665,0.0003048951,0.0004848907,0.0005312678,0.0009142634,0.0004643368,0.0005067685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003025906,"about_ca_system_score_gemma":0.0005789541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004328934,"about_ca_topic_score_gemma":0.0008843296,"domain_scores_codex":[0.9988843,0.0006283355,0.00004645623,0.00006710189,0.0003028385,0.00007100638],"domain_scores_gemma":[0.9965774,0.002567002,0.0002005696,0.0002595245,0.0002348706,0.0001605925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001788484,0.008431477,0.02711092,0.001169587,0.00008434935,0.001144534,0.006347048,0.08549178,0.1616356,0.005158671,0.002684771,0.6989528],"study_design_scores_gemma":[0.0007929516,0.06420729,0.1047394,0.0008446618,0.0004293195,0.006896655,0.003565029,0.2148725,0.4965315,0.007679516,0.09894538,0.0004957751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555034,0.0002729557,0.1336245,0.0002330999,0.00006791238,0.001127455,0.0001358982,0.0005887955,0.008445893],"genre_scores_gemma":[0.8417867,0.0006409556,0.1531162,0.00007209677,0.00002523118,0.0008008118,0.0001665068,0.00008046391,0.003311066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002406516,"threshold_uncertainty_score":0.009564102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686509876238264,"score_gpt":0.2798374359934218,"score_spread":0.2629723372310391,"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."}}