{"id":"W4281993506","doi":"10.7759/cureus.25481","title":"The Development and Initial End-Point User Feedback of a 3D-Printed Adult Proximal Tibia IO Simulator","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Durham College; Memorial University of Newfoundland; Ontario Tech University","funders":"","keywords":"Economic shortage; Medicine; 3d printed; Point (geometry); Simulation; Training (meteorology); End point; Medical physics; Computer science; Human–computer interaction; Biomedical engineering; Real-time computing","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":[0.01014504,0.001288371,0.0005433847,0.001060655,0.0003957313,0.001026189,0.001089756,0.001280629,0.005530486],"category_scores_gemma":[0.03190396,0.0004055643,0.0006512512,0.0002953449,0.0006246369,0.0008681233,0.001446298,0.0008484449,0.002105042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280805,"about_ca_system_score_gemma":0.0005399864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004462092,"about_ca_topic_score_gemma":0.0007366615,"domain_scores_codex":[0.9948522,0.002635787,0.0004562077,0.0003094025,0.001449566,0.0002967959],"domain_scores_gemma":[0.9765525,0.01267539,0.001023156,0.000931111,0.007378649,0.001439056],"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":[0.004462865,0.00595838,0.07861254,0.003888972,0.0002237101,0.006644715,0.05516635,0.01234806,0.1923428,0.0007956411,0.03024382,0.6093122],"study_design_scores_gemma":[0.001335398,0.09004777,0.2601478,0.003020903,0.0009944658,0.02315661,0.05174079,0.08769656,0.2182193,0.002022224,0.2599173,0.001700789],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882578,0.0004692194,0.09768961,0.001110191,0.0002897057,0.001512421,0.0005909721,0.002177687,0.0079024],"genre_scores_gemma":[0.8431997,0.000753101,0.1356654,0.001071807,0.000142616,0.00167882,0.001288,0.0007303713,0.01547016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014504,"threshold_uncertainty_score":0.0536527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404322643877278,"score_gpt":0.2770403695825847,"score_spread":0.2629971431438119,"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."}}