{"id":"W4382138778","doi":"10.2106/jbjs.oa.22.00134","title":"“Can You Feel It”: An Early Experience with Simulated Vibration to Recreate Glenoid Reaming","year":2023,"lang":"en","type":"review","venue":"JBJS Open Access","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Haptic technology; Simulation; Reamer; Vibration; Engineering; Mechanical engineering; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002956754,0.0005832029,0.000246709,0.0002757243,0.0003648317,0.0006388863,0.0006337212,0.0008169914,0.003523201],"category_scores_gemma":[0.009466382,0.0002392284,0.0004391309,0.00008311243,0.0009361356,0.0007157094,0.001140338,0.0008007186,0.0005791434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179809,"about_ca_system_score_gemma":0.0004025622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000357017,"about_ca_topic_score_gemma":0.00100252,"domain_scores_codex":[0.9988106,0.0006610047,0.0000563266,0.00009250357,0.0002548322,0.0001247186],"domain_scores_gemma":[0.9968355,0.001949383,0.0002436572,0.0002479386,0.0003887766,0.0003347568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001312956,0.005449825,0.1689076,0.00203423,0.0002296436,0.009067991,0.214909,0.006624158,0.3347338,0.001324234,0.0105647,0.2448419],"study_design_scores_gemma":[0.0003133713,0.040865,0.3459032,0.001660635,0.0005942333,0.06681786,0.1563237,0.0354145,0.2101174,0.002838741,0.1382185,0.0009328067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9805869,0.0001605435,0.01616044,0.0002949878,0.00006143205,0.0001205813,0.00002344805,0.0001137524,0.002477767],"genre_scores_gemma":[0.9810745,0.0002096098,0.01580755,0.0003141321,0.00001909675,0.00007217395,0.00004665419,0.00003774965,0.002418576],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003523201,"threshold_uncertainty_score":0.01563698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3461161187171107,"score_gpt":0.5369875623911856,"score_spread":0.1908714436740749,"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."}}