{"id":"W2940566976","doi":"10.1097/01.ju.0000555252.26605.18","title":"PD08-07 DEVELOPMENT AND INITIAL VALIDATION OF A LOW-COST ULTRASOUND-COMPATIBLE SUPRAPUBIC CATHETER INSERTION TRAINING SIMULATOR","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Ultrasound; Simulation; Simulation training; Biomedical engineering; Surgery; Radiology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006369902,0.0008977409,0.0004397346,0.000913787,0.0004552285,0.001244872,0.002666267,0.001209031,0.02195555],"category_scores_gemma":[0.008359901,0.0004957467,0.0008709614,0.0002818674,0.0005126636,0.001045331,0.002129584,0.001329659,0.01117802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007378236,"about_ca_system_score_gemma":0.004108074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732736,"about_ca_topic_score_gemma":0.002493858,"domain_scores_codex":[0.9976823,0.0004948712,0.0001554798,0.0002349694,0.001210863,0.0002215243],"domain_scores_gemma":[0.9936505,0.0008646418,0.0002091314,0.000517934,0.003764044,0.0009937304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003235405,0.009713901,0.03714992,0.002242828,0.0002884986,0.0008440066,0.001513607,0.03354913,0.2261712,0.005689967,0.09924231,0.5803593],"study_design_scores_gemma":[0.002088937,0.03159158,0.04550679,0.001255924,0.0004667974,0.001949047,0.001049374,0.1392315,0.2902254,0.001529983,0.4847202,0.0003843445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3978235,0.001090096,0.4875751,0.00299361,0.003397487,0.02314449,0.01199448,0.01788554,0.0540957],"genre_scores_gemma":[0.3822034,0.001178338,0.5224163,0.001401387,0.0002646468,0.01000601,0.0210232,0.002600827,0.05890595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02195555,"threshold_uncertainty_score":0.07344866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705793531305368,"score_gpt":0.282652688959087,"score_spread":0.2655947536460333,"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."}}