{"id":"W3029762038","doi":"10.7759/cureus.8377","title":"Evaluation of a Novel 3D-Printed Urinary Catheterization Simulation Model in Undergraduate Medical Teaching","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Medicine; 3d printed; Medical education; Medical physics; Urinary system; Biomedical engineering; Internal medicine","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":[0.0008406032,0.00007783117,0.0001654619,0.00004931062,0.00002407904,0.000004580806,0.0000455931,0.00008862166,0.0001249404],"category_scores_gemma":[0.002040707,0.00007166449,0.00004290948,0.0001483229,0.00002129577,0.00008625799,0.00002704448,0.0001774976,0.000003499581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008486659,"about_ca_system_score_gemma":0.000155738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507879,"about_ca_topic_score_gemma":0.000004176383,"domain_scores_codex":[0.998511,0.00009659206,0.0003087817,0.0001699523,0.00081679,0.00009688063],"domain_scores_gemma":[0.9994451,0.0001072015,0.00008030234,0.00009568064,0.0001552073,0.000116448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001533267,0.0004402968,0.003487741,0.00003482456,0.00003712908,0.000004838389,0.001706019,0.9538765,0.001304707,0.001207556,0.00000219019,0.03774485],"study_design_scores_gemma":[0.004629865,0.0001025881,0.005578341,0.0000915675,0.00008349768,0.000002138658,0.00005853326,0.9889858,0.00004668738,0.0002918903,0.00006622775,0.00006286947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7687532,0.00005257752,0.2237829,0.00179359,0.00003879439,0.0003077246,0.000002082748,0.00005383621,0.005215284],"genre_scores_gemma":[0.9976542,0.000003926326,0.001806804,0.0004077284,0.00005313413,0.000006579008,0.0000477588,0.00001224922,0.000007632124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.228901,"threshold_uncertainty_score":0.2922393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598459887404956,"score_gpt":0.3988288654587573,"score_spread":0.2389828767182617,"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."}}