{"id":"W4386604062","doi":"10.1115/1.4063389","title":"Preliminary Assessment of a Laparoscopic Training System Using Magneto-Rheological Clutches and Virtual Reality","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Haptic technology; Virtual reality; Computer science; Simulation; Augmented reality; Human–computer interaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000915568,0.000594163,0.000358384,0.0006825107,0.0003840765,0.0005315593,0.001039583,0.001123221,0.007172827],"category_scores_gemma":[0.001928759,0.0002896534,0.0005223827,0.0001487331,0.0004077779,0.0007378001,0.0007777662,0.0003477616,0.001021459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701405,"about_ca_system_score_gemma":0.0002924599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006729734,"about_ca_topic_score_gemma":0.0007194541,"domain_scores_codex":[0.9995078,0.0001103441,0.00005519237,0.0000687866,0.0001596102,0.0000982635],"domain_scores_gemma":[0.998811,0.0004109129,0.00009150982,0.0001442381,0.000395277,0.0001470442],"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":[0.00256465,0.0007610004,0.01100481,0.00144519,0.0001012148,0.001807516,0.001880075,0.01792281,0.877563,0.0008672823,0.00185284,0.08222956],"study_design_scores_gemma":[0.000504782,0.03914363,0.1131674,0.0004258939,0.000390792,0.004603881,0.003101391,0.1732781,0.6404909,0.0006031806,0.02388461,0.0004054819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437663,0.0003226007,0.05053127,0.000272944,0.0001697045,0.0002967581,0.0003330887,0.001071565,0.003235756],"genre_scores_gemma":[0.9879519,0.00009537397,0.008942761,0.00006220033,0.00001013225,0.00007298969,0.000128838,0.00002423244,0.002711555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007172827,"threshold_uncertainty_score":0.02399546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224252378753377,"score_gpt":0.4066699941878361,"score_spread":0.2842447563124983,"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."}}