{"id":"W3115387006","doi":"10.7759/cureus.12180","title":"Development and Evaluation of a 3D-Printed Adult Proximal Tibia Model for Simulation Training in Intraosseous Access","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Simulation training; Training (meteorology); 3d printed; Tibia; 3d model; Anatomy; Orthodontics; Biomedical engineering; Simulation; Artificial intelligence","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":[0.001568072,0.0004094591,0.0002109295,0.0005570936,0.0001687079,0.0005814451,0.0009137661,0.0006950937,0.002930195],"category_scores_gemma":[0.002326509,0.0003348565,0.0005796658,0.0002136588,0.0002999659,0.00032608,0.0005804955,0.0004099733,0.0005728462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276718,"about_ca_system_score_gemma":0.0008002627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061568,"about_ca_topic_score_gemma":0.001731406,"domain_scores_codex":[0.999368,0.0001296382,0.00005237769,0.00006404022,0.000333202,0.00005271026],"domain_scores_gemma":[0.9987692,0.0004654389,0.0001244188,0.0001578759,0.0003088899,0.0001741907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007363325,0.001848185,0.01157715,0.0008086861,0.00008063277,0.0009396996,0.001155262,0.1622952,0.659552,0.001501618,0.002294941,0.1572103],"study_design_scores_gemma":[0.0002832653,0.01286721,0.02296767,0.0003862348,0.0002925853,0.002130454,0.0005188948,0.3877966,0.5208455,0.0005819362,0.05112868,0.00020098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345561,0.0003577776,0.2574635,0.000270388,0.0001723447,0.001151157,0.0005458458,0.001084625,0.004398256],"genre_scores_gemma":[0.7375928,0.0005579534,0.2539302,0.00009921361,0.00001535658,0.0006275795,0.0006968368,0.0002064837,0.006273586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002930195,"threshold_uncertainty_score":0.009802461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132271310100185,"score_gpt":0.3885915845325046,"score_spread":0.2563202744323196,"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."}}